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The ultimate guide to SEO | Ethan Smith (Graphite)

Episode 2022-12-012022-12-01English

Guests: Ethan Smith

The ultimate guide to SEO | Ethan Smith (Graphite)
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Contents3 chapters§01Transcript · 00:00–29:12§02Transcript · 29:12–59:57§03Transcript · 59:57–1:30:57

§01Transcript · 00:00–29:12

00:00I think people under resource SEO a lot of times and over resource ads.

00:03So if you're Zillow, you're going to spend tens of millions of dollars on ads.

00:07Or if you're eBay, you're going to spend tens of millions of dollars on ads.

00:10Why would you not have a really great SEO team?

00:15The amount of traffic you get is probably equal to that.

00:17So you're going to spend a hundred million dollars on ads, why would you spend $50,000 on SEO?

00:22That doesn't make sense.

00:25Welcome to Lenny's podcast.

00:28I'm Lenny, and my goal here is to help you get better at the craft of building and growing products.

00:33I interview world-class product leaders and growth experts to learn from their hard-won experiences, building and scaling today's most successful companies.

00:40Today my guest is Ethan Smith.

00:42Ethan is possibly the smartest person on SEO you will find.

00:46Ethan has worked with companies like Masterclass, Thumbtack, Robin Hood, Medium, and Honey to develop and execute their SEO strategies.

00:54One of my goals with this podcast is to give you tactical and actionable advice for how to build and grow your own product.

01:01And SEO is one of the most powerful and least understood growth levers.

01:06This episode contains more advice, tools, tactics, and guidance on how to win at SEO than anything I have ever come across.

01:13And I suspect it will blow your mind.

01:15We talk about when to focus on SEO, whether you ever should, talk about all the things you need to get right to win at SEO, went to hire, who to hire, the most useful tools and so much more.

01:26I will now stop talking and get right into it.

01:29And with that, I bring you Ethan Smith.

01:33This episode is brought to you by Coda.

01:35Coda's an all-in-one doc that combines the best of documents, spreadsheets, and apps in one place.

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03:00This episode is brought to you by Mixpanel offering powerful self-serve product analytics.

03:05If you listen to this podcast, you know that it's really hard to build great product without making compromises.

03:11And when it comes to using data, a lot of teams think that they only have two choices, make quick decisions based on gut feelings or make data-driven decisions at a snail's pace.

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03:53Ethan, welcome to the podcast.

03:55Thank you for having me.

03:56It's my pleasure.

03:57So you're the CEO of Graphite, which is one of the top growth agencies in the world, and you guys are especially good at SEO, which to a lot of people, feels like this huge, dark art.

04:08And so I am really excited to dig into a lot of the nitty-gritty of SEO and the tactics and the strategies around winning at SEO.

04:16And I suspect this episode's going to end up being very rich and very tactical.

04:20But before we get into that, could you spend just like a minute talking about how you got into growth, how you got into SEO, and then just a bit about Graphite and what y'all do over there?

04:31Yeah, for sure.

04:32So my career started in user research and user experience design.

04:36So very different from SEO.

04:38And I would do user testing and ethnography and things like that and UX workflows.

04:44So I was working at this commerce company in 2007 and I made what I thought were pretty nice designs and nobody was using them.

04:52So I wanted to figure out how to get people to actually come.

04:56We were buying ads, but they were really expensive.

04:58And so by necessity, I basically in my spare time, decided to also learn SEO on top of doing user tests and things like that.

05:07And so I got into it number one by, we hired an SEO consultant.

05:11And we hired several SEO consultants and several of them were not good, but this one was great, who's Leo Haryono from shopping.com, eBay.

05:21So he kind of gave some playbooks and then we took that and did a bunch of testing and most of the tests failed, some of them succeeded.

05:29And so we sort of iterated over about three years and came up with what at the time was the programmatic SEO search page type of a strategy.

05:37And then since then, I went into growth and product broadly and SEO was part of what I did.

05:43And then four years ago, Whirlpool bought the company that I was at before, and then I decided to specialize in SEO.

05:50But most of my career actually was in product and growth broadly.

05:52And SEO was just a part of that, which I think is interesting because to do SEO well, I think it needs to fit into a brighter product context.

05:58And a lot of what's effective in SEO is actually making core product changes.

06:01So I think that that's actually a perfect profile, even though it was somewhat unintentional.

06:06I haven't heard of someone's company being bought by Whirlpool yet.

06:09You're the first.

06:11Can you talk a bit about Graphite, which is the company and the agency that you run now?

06:15Sure.

06:15So when I left my last company, I was doing consulting as a solo practitioner and I had been doing it on the side since 2014, starting with Thumbtack.

06:26But then I decided to do it full time.

06:29I actually didn't intend to do that because I always thought of consulting in agencies as sort of distasteful and not something that I wanted to get into.

06:37And it was somewhat by accident where Masterclass reached out to me, Honey reached out to me, Ticketmaster reached out to me.

06:45So those were the first projects that I worked on, and I hadn't been planning to have that be my full-time role.

06:51I was planning to sort of explore and maybe build a product.

06:55Those projects went really well.

06:56And then I got more inbound interest from companies when Masterclass did well and Honey did well, so decided to start an agency, and we build out SEO and content strategies.

07:08So I thought broadly about all the different things that I could do and where the biggest need was, where the most underserved market was, and SEO was by far more underserved than anything else that I was good at.

07:21And so Graphite focuses on building those FEL and content strategies.

07:25And a lot of it's inspired by the early work we did with Masterclass around editorial SEO.

07:29So, that's graphite.

07:31And I think one unique thing about us is that I found that getting things done is actually more important sometimes in the strategy.

07:39So a lot of what we've tried to do differently is for us to build as much as we can on those projects.

07:45So I think the distinguishing characteristic is that we can get things done and that we can build stuff.

07:51So that's a bit about Graphite.

07:53Awesome.

07:53Just off the bat, what are some of the biggest myths about SEO?

07:57The number one biggest myth are technical audits.

08:00So we have people reaching out saying, "We want a tech audit."

08:05And essentially what that is give me a list of bugs to fix, which is different from help me grow.

08:13And so a tech audit is basically, it's this strange thing in SEO where you basically get Screaming Frog, which is this tool, you buy it for, I think it's $150.

08:23You crawl the site and then you give a report and you say, "Here are bugs," which is not that useful.

08:29What the company actually wants is they want to grow.

08:31And so we'll try to reframe that.

08:33And number one, technical SEO I think is misunderstood.

08:36You want a strategy around your technical components and you want a general SEO strategy to help you grow.

08:42So I think that that's the biggest myth.

08:45And then I think similar to that is that people over index on technical SEO and not enough on editorial SEO.

08:53Some companies can benefit from programmatic SEO, which is related to technical SEO.

08:57Technical SEO is mostly internal link architecture and a few other things, and bugs, but that's not how you grow.

09:04The way that you grow is with programmatic and with editorial SEO, and I think editorial SEO, and by that I mean articles and content, manually written content is underappreciated.

09:14So I think those are the two biggest myths.

09:17I have a billion questions I want to ask, and you're touching on a bunch of these things already.

09:21Before we get into that, I just want to kind of frame our conversation and start at the top a little bit and come back to some of these things because this is really important foundational stuff.

09:30There's kind of three things I want to focus on today.

09:32One is when to SEO as a company.

09:35Two is how to SEO.

09:37And three is just to cover a few important concepts the folks need to understand if they want to be really good at SEO.

09:43Does that sound good as kind of a base?

09:45That sounds great.

09:46Cool.

09:47And a quick shout out to Brandon Lee, who's the co-founder of this company called Power, which I'm an investor in who is all about SEO and asked him what to ask you.

09:54And he gave me a bunch of great questions.

09:55So those are going to be inter spliced into our chat.

09:58Awesome.

09:59Plus one for Power, I'm also an investor.

10:02Okay, awesome.

10:03Oh man.

10:04Okay, great.

10:04Go Power.

10:06So to start, I want to help people understand when to focus on SEO, want to make sense as a growth channel and timing around when to invest in SEO.

10:14So question for you, what are just attributes of a product or a company that tell you that SEO could be a growth driver and/or a massive growth driver?

10:24Because I imagine SEO isn't useful for everybody.

10:27How do you think about that?

10:28There's two big things.

10:30The first thing is the addressable market large?

10:32So the addressable market for SEO large, and for most categories it is.

10:37The second is do you have authority?

10:39Do you have existing traction?

10:41If you start from zero and you have no traction.

10:44So we talk with seed stage companies and series A companies, typically they don't have a lot of authority and it's too soon.

10:53And Google doesn't want you to just be an SEO site and they want you to be a credible domain before they rank you.

10:59And if you're starting from zero, they don't have enough signals that you are.

11:03So the way that we assess that is I will go into ... the first signal I'll look at is what's your traffic, what's your current traffic?

11:11And your non-SEO traffic is actually an authority signal.

11:14So I'll go into Similarweb, I'll put the domain in, I'll look at the total traffic, and I'll want to see at least, I would say, 1000 visits a day roughly for non-SEO, at least.

11:25If you have five visits, that's very little.

11:28And then the second thing I'll look at is the number of referring domains.

11:31So I'll go into Ahrefs or Semrush and look at the total number of referring domains.

11:34I'll try to have at least 1000 roughly referring domains.

11:39You could grow with less than that and less than 1000 visits but it's much harder.

11:44And the more you have, the easier it is to grow.

11:46And the faster you can grow and the more you can grow.

11:49And then in terms of the addressable market, that's a little bit more complicated, but most markets are pretty large actually in SEO, but we want it to be large.

11:58So with Power is actually an interesting example.

12:01So they're a clinical trial lead gen site.

12:05They want to acquire people to take clinical trials.

12:08How many people are typing online, "I want to take a clinical trial"?

12:12Not very many, but the number of people that could be taking clinical trials is very large.

12:17And so if we target the persona, what's the key demographic of who might be a candidate for taking clinical trial?

12:24It's very, very large.

12:25And so we can then create content that targets that, like gig economy or college students or people like that.

12:32And so if you think about targeting the persona, most sites have a very large addressable market.

12:37But the way that I would think about the addressable market is that which is what product am I offering?

12:42What are the use cases for that product?

12:43What is the persona, what's the size of that?

12:48And then I would assess that typically by looking at external benchmarks.

12:53So if I'm a shopping site, and I haven't started yet, I can look at other shopping sites, I can see how much traffic they have.

13:00So again, I can go into Similarweb.

13:02If I'm wish.com and I want to see what my traffic potential is, I can put in Walmart and Wayfair, put it in Similarweb, look at their total traffic.

13:10Similarweb's free for all of this.

13:13And then I can get a sense of how big I can get.

13:16The one other thing I'll mention is that there are product competitors and audience competitors.

13:21So for something like, I'm at a WeWork right now.

13:26So for WeWork, I could look at the traffic for other rental office companies or I could look at companies that are ranking for the kinds of things that I would want to rank for.

13:38And they may not be direct product competitors.

13:40Or FinTech is interesting.

13:41So for Robin Hood, Robin Hood could look at other sites that allow you to sell stocks and crypto, or they could look at Investopedia.

13:48Investopedia doesn't allow you to buy stocks, but they have a bunch of traffic.

13:51It's not a product competitor, but it's an audience competitor.

13:54And so these competitors basically can tell you what the size of that market is.

13:57So that's how I think about the addressable market.

14:00So ideally it's large, it typically is, and then the more authority I have, the more I can compete.

14:05If I'm starting from zero, it's probably too early, but once I have traction, SEO can then multiply that traction.

14:11Wow, there's so much there.

14:13I'm going to try to summarize because I think that was just a million nuggets in one answer.

14:18So the way to think about this, if I'm just kind of reflecting back what you just said, if SEO is worth investing in, you also kind of answered when it makes sense, which is interesting.

14:28One is just you actually have, you have 1000 or more visits a day, just organically through search is a sign that maybe it's a good time before that.

14:36Is that [inaudible 00:14:37]?

14:371000 visits not from search.

14:38From anything other than search.

14:41Oh, okay.

14:41Got it.

14:42And other than search, meaning, what examples of that when you say that?

14:45Usually direct and paid, but direct, paid, email, social-

14:50Got it.

14:51... anything else.

14:52And why is it that it's not from search?

14:54So Google wants to see that you're not just an SEO site.

14:57I see.

14:58And if you're not getting any traffic from anywhere else, and it's only from SEO, then you're an SEO farm essentially.

15:05Got it.

15:05So the more traffic you have, that's not from SEO, that means that you're credible.

15:09The more referring domains you have, that means you're more credible, more authority.

15:13The more shares you have more authority.

15:15So the more of these signals, the more you're a known brand in Google's eyes, and the more authority you have and the better you can rank.

15:20So it's the non-SEO traffic piece that I especially want to look at.

15:25Got it.

15:26And then the other piece is that there's 1000 domains linking to you is something you'll look for, right?

15:31Yeah.

15:31And it depends-

15:32Roughly.

15:33... but yeah, those are my rough back of the envelope benchmarks.

15:36And if you're not hitting these benchmarks, is the idea considered investing in this so that you can eventually start doubling down on SEO?

15:44Or is it just let it happen and kind of see if it even happens on its own?

15:48You could do either.

15:48Usually people don't specifically focus on links or non-SEO traffic for SEO, they just do it because they want to grow their company.

15:57So usually that's what happens and it happens for free.

16:00Awesome.

16:00But you could be intentional about it if you want to.

16:03Awesome.

16:03So that touches on when to start focusing on SEO.

16:06And I'm going to ask you if there's anything else you should think about, about the when, but it feels like the other piece is even more important is, should you even consider SEO?

16:13And the total addressable market is a big part of that.

16:16And you've mentioned the site Similarweb, it's just Similarweb.com, type in your URL and it shows you how much organic traffic you're getting from search, how much your competitors are getting.

16:25Is that roughly a good way to describe that?

16:28Yeah, it has total traffic and then it has traffic by channel and it has countries and other things.

16:33But I'll look at total traffic and then by channel.

16:35And then total times percent non-SEO equals total traffic from non SEO.

16:40And you may have mentioned this, but again, what are heuristics looking at that data that's like, this market is big enough for SEO?

16:47Well, it depends on how much traffic you want, but the heuristic is to look at other sites that are your product competitor, your audience competitor, and you can get their totals and then you can say whether or not those totals are meaningful.

17:01But I would do totals times what I think my conversion rate is equals stales, compare that with other channels.

17:07So how much could I get paid?

17:08How much could I get from SEO?

17:09How much could I get from social?

17:10And then that's how you would decide which channel and whether or not SEO is the channel to focus on.

17:15Got it.

17:15So the TAM is already is happening, they're going to your competitors, this is what you can eat away if you invest in SEO?

17:21Yes.

17:22Awesome.

17:23Before I get into other attributes of when it makes sense to invest, is there something about the actual product, the way it works, say, generates content automatically like Glassdoor or Zillow or Zapier, is there something else that tells you this is going to be really useful, this is going to be a good product to use for SEO?

17:42Or the opposite when it's probably not going to work out for SEO?

17:46Sort of.

17:47So when we're looking at all of our different channels, SEO, paid, social, other, we want to do impact versus scope.

17:54And we talked about impact, scope is another one.

17:57So if you have no content at all and no UGC, then the scope is higher to compete in the addressing market.

18:04If you have a ton of UGC like Glassdoor, the scope is lower.

18:07So the more UGC you have, the more, like for Zillow, the more addresses you have for a shopping site, the more SKUs, more products you have, the scope is lower, it's easier to compete for those.

18:17So I would definitely consider that.

18:19But if you have no UGC and no SKUs, you could still compete through editorial SEO and through other ways.

18:26So it's not that would tell you you cannot if you don't have those things.

18:29But those things make it easier.

18:31Therefore, the scope is lower, therefore impact versus scope ratio makes more sense.

18:36This is a good time, I think, to introduce these buckets of types of SEO.

18:39You mentioned programmatically, editorial.

18:42Can you just talk about what these buckets are and what they mean?

18:44There's programmatic SEO, there's editorial SEO, and then there's technical SEO.

18:47So programmatic SEO are pages that are automatically generated from a database of information.

18:54So for eBay, product pages are generated automatically from information in their database, or for Zillow, homepages, address pages are generated based on information in their database.

19:06For a site with UGC like Glassdoor, that is programmatically generated as well.

19:10So that's programmatic SEO.

19:11It's usually category pages and item pages.

19:14Item page meaning product page, page about a home, page about a video.

19:19So it's like an individual item.

19:20And then there's category pages which are grids or lists of items.

19:24So those are the two main page types of programmatic SEO.

19:27Then there's editorial SEO.

19:28So editorial SEOs where a person actually sat down and wrote a piece of content, like a writer wrote something like an article or a guide or a listical.

19:38And editorial SEO is more and more actually driving more traffic than programmatic SEO.

19:45Programmatic SEO used to be almost all SEO when I started.

19:49And editorial SEO has overtaken that.

19:51Wow. [inaudible 00:19:52].

19:51So that's editorial SEO.

19:53And then there's technical SEO.

19:54So technical SEO is just the infrastructure.

19:56So like internal link architecture, tags, redirects, page speed, that applies for everything.

20:03But those are the three main types.

20:05Got it.

20:06So these are basically three areas you can invest i also, as a company that's investing in SEO.

20:12Which of these is the best, most lucrative?

20:16You may have mentioned editorial maybe is on the rise if you could choose, because you can't really make UGC.

20:22And so I guess if you could choose, is there one that's the best route, if you could choose?

20:27It depends, but the short answer is editorial SEO is usually the best, but it depends on your category.

20:32Given your addressable market, you want to see the page type that maps to the queries that you want to target.

20:38And sometimes that's an article and sometimes it's not an article.

20:41So for Zillow, that would not be an article.

20:43It should mostly be programmatically generated pages.

20:46Or for an eBay, it's mostly going to be programmatically generating pages for most commerce companies.

20:51But for most other companies it's editorial SEO.

20:54So editorial SEO is always an opportunity for every single company if there's an addressable market and programmatic SEO is sometimes an opportunity.

21:02The nice thing about programmatic SEO is that you don't have to spend money for each page that you create.

21:08So Zillow doesn't spend money for every single home page that they create.

21:12eBay doesn't spend money for every product page that exists.

21:15Editorial SEO, every page has a cost.

21:18So that's kind how I think about it.

21:20What are some examples of really good editorial SEO-ish companies, sites?

21:26What comes to mind?

21:27I'll give you a couple that I work with and then I'll give a couple that I don't work with.

21:31So Masterclass is one of the projects that I'm most proud of and they do a great job and build a lot of content about their classes and it's stuff that's related to their classes.

21:41Another example is Better Up, which is a coaching platform.

21:44So people can get a virtual coach to improving their career and build a lot of content around how to give difficult feedback, how to create a five year plan, things like that.

21:53So those are two projects that we worked on that I'm really proud of.

21:57Couple other examples that I did not work on.

21:59So Nerd Wallet is one of the top editorial SEO companies and they have guides around credit cards and financial information and their stuff is top notch.

22:09HubSpot does a really good job.

22:10So they have a lot of content around productivity and have done really well.

22:15The other is Dot Dash.

22:16Dot Dash is a conglomerate of many different publishers, like All Recipes and Investopedia, and they consistently over and over again perform really well.

22:25They're probably the most successful editorial SEO company.

22:30So those are a few examples.

22:31Awesome.

22:32I want to transition to how to be good at SEO and how these operations run and how to do this well.

22:37Before I do that, coming back to a question I wanted to finish asking is when does it make sense to invest in SEO?

22:43Is there anything else to think about for a startup that's like, not yet, not yet, that tells you it's time?

22:48Other than these benchmarks you shared of 1000 non-search visits a day and 1000 links.

22:53Yes.

22:53Well, we want to decide of everything that the company could work on, what is the relative priority of SEO versus everything else, paid, social and things like that?

23:01So we want to compare it with these other things-

23:03...Everything else, paid.

23:03Social and things like that.

23:04So we want to compare it with these other things and we want to look at the cost.

23:06So depending on the cost and the opportunity and how that compares with other channels, that's how I would make the decision about when and whether to do SEO.

23:15Got it.

23:15So yeah, very specific to what other opportunities they have, if paid is working really well, maybe not worth investing in SEO just yet.

23:21That makes sense.

23:22Yes.

23:23Or Airbnb, brand is working really well.

23:26Let's dive into brands.

23:29Yeah.

23:30Okay.

23:30So shifting a bit to how to do this well, just broadly, what are the buckets of activities that a startup needs to nail to be good at SEO as a team, as a company?

23:42What are kind of the investment areas that they have to do well at?

23:45So it depends, and here's the workflow that I would go through.

23:48So first we want to define the addressable market and given the addressable market, what are the different topics and keywords that I want to acquire on?

23:57And then what is the page type that I need for that?

24:00So for Zillow, the addressable market is mostly address pages.

24:04For Masterclass, it's mostly articles.

24:07And so we look at benchmarks, we see what keywords they're ranking on, then we take those keywords, then we figure out the page type.

24:14Then, given the page type, we want to figure out the product requirements.

24:17So what needs to be on the address page on Zillow.

24:20Then, we want to figure out the content strategy.

24:22What are the different subtopics and themes of content that needs to be on each page?

24:27And that's specific to the different page types.

24:30And then last is the infrastructure.

24:31So how do we help Google find all of these different pages via links?

24:36And so that's the workflow that I go through.

24:39It depends on your addressable market, what that strategy looks like, but those are the components for a high impact SEO strategy.

24:47To unpack a couple of these, so there's a page type, you got to figure out if it's, you said that if it's a article or a address for Zillow, how do you do that?

24:55How do you figure out what kind of pages that you should create?

24:58So the short answer is you take a few keywords you want to rank for, you put them in Google, and you look for themes of the page types that appear.

25:07So for Masterclass, you type in "how to poach an egg", and you see that all the results are articles with a recipe.

25:15That's a very clear correlation that if I want a rank, I need a page like this.

25:19So with Masterclass is an interesting example.

25:23They have classes and chapters, and each chapter is like they have how to poach in egg chapter for Gordon Ramsey.

25:31And what we could do is we could have a chapter page and a chapter page is a transcript of what Gordon Ramsey said.

25:37And that actually won't rank, the page type is wrong.

25:39Google is not ranking chapter pages or transcribed text, they're ranking articles.

25:45And so that's the short answer.

25:47The longer answer is if you want to rank for how to poach an egg, you would want to know, well there's a thousand different keywords that this page is actually going to be targeting.

25:55So I'll type in all thousand of those different keywords and then look for the patterns of the page types for all thousand keywords.

26:01Now that's impossible to do manually, but if you were to be very rigorous, you would essentially do that.

26:07But you're basically looking for what are correlations of URLs or page types that are ranking for these terms.

26:13Usually there's one or two page types.

26:15So sometimes there's two different ones.

26:17And it's like a fractured intent.

26:21And so an example would be best cameras.

26:24So you'll have a category page, and a listicle page typically.

26:28So you could have one or the other, but you will need one of those.

26:32If you have a product page, you're not going to rank.

26:34So you're basically looking for correlations of which page types are ranking for the terms that you want to rank for.

26:39And that's how you come up with your page type.

26:40And similarly, if you want to know what should go on the page, you again look for what are the correlations of the components of the pages that are ranking, that are ranking for the terms that I want to rank.

26:50For example, do I need a map or do I need an address or do I need a phone number?

26:54A way to answer that is to see what are the patterns of the pages that are ranking for the terms you want to rank for.

27:00So it sounds like essentially you're this detective trying to understand and reverse engineer what Google wants out of this general topic.

27:07Is that the way to think about it?

27:08Yes.

27:09And the only thing that I would say is I wouldn't have the goal be copy everyone else and just do what we think the algorithm wants.

27:17I would take inspiration and make a great page.

27:21So if it looks like maps are useful and phone numbers are useful, you should include that.

27:26But I wouldn't just optimize purely to get a visit and then stop.

27:31I would take this inspiration.

27:32Users in general seem to want to be able to contact the business and they want to be able to find the business, which is why there's a map.

27:39So what are some other ways that I could help users do that?

27:41That's how I would come up with requirements.

27:45Got it.

27:45So look at what Google is finding valuable, see what makes sense, what doesn't, think about what else would make it even more valuable.

27:53The way to think about it isn't "What's Google's secret crawling algorithm?"

27:57It's, "What is going to be useful to somebody that is looking for this thing?"

28:01And Google's probably constantly trying to make it do that, even though it's not perfect.

28:05And I imagine the more you're connected to what is this, how is it going to be useful to a human?

28:11The less likely an algorithm change is going to screw you in the future.

28:14That, and the better your engagement.

28:16So if it looks like users really want to be able to find a business and you do that better than anyone else, your engagement will be higher and your higher engagement will cause you to rank higher and it'll cause you to rank higher right away.

28:26So it's not only a way to be robust against algorithm changes, it's a way to rank higher right now.

28:33And engagement is click through on the page that Google sends you or something else?

28:38It's click through.

28:39So if I typed in best camera, what's the rate of clicking on my position versus somebody else?

28:47So that's signal one.

28:48Related to that is, did you go back?

28:51So you clicked on my page and then you went back and you clicked on somebody else.

28:54That's a very bad signal.

28:56So that's engagement on google.com.

28:58The second part of engagement, which is probably even more important, is did you stay on the page?

29:04And did you stay on the page for a long period of time?

29:06So Google's tracking everyone through Chrome and Android, and they can actually see what happened after they left Google.

§02Transcript · 29:12–59:57

29:12And ultimately Google wants you to end your session or find the answer, find what you wanted on that page.

29:18So the more you click on our URL and then go to the page and then stay there and spend time and get your answer, that's a key ranking signal.

29:28Wow, I didn't know any of that.

29:29That's awesome.

29:31What does the operation look like to generate these pages once you've kind of figured out I need say, address pages with a map and a category, what does it look like to actually generate and do you need millions of pages, thousands of pages?

29:44What's the order magnitude and then how do you actually go about generating these?

29:48It depends, but it's usually not millions, unless you're eBay or a Zillow.

29:52But usually it's less than a million.

29:54It depends on the page type.

29:55So for a product page, typically you would index all of your product pages and however many product pages is the number of URLs.

30:02But you wouldn't want to index things that are thin or empty or we have a product that's out of stock and there's no description and there's no reviews.

30:09You might not want to rank all of those, but usually for product pages or item pages, you would index all of them that are some threshold of quality.

30:19For category pages, you want to find all of the categories that go after keywords where the category page is the right page type.

30:26So, what are all the queries where category page is ranking?

30:30And then you don't want a page for every single keyword.

30:33So when I started in SEO, you would have a category page for every single keyword.

30:38And so I was at a shopping site, we had 10 million plus pages.

30:41So every single way that you could possibly search for a product had its own page.

30:47And that worked really well.

30:48The pages were of dubious utility because of that, but that worked well, that no longer works well.

30:55And Google does not want you to do that.

30:57So you'll see in their guidance that you should not have many minor variations of every single way that you could search.

31:05You should have themes or topics.

31:07And so a topic for best cameras, best cameras is going to rank for the best cameras, 10 best cameras, cameras, best digital cameras.

31:15All these things are going to map to a single camera category page.

31:18And then there's a bunch of other category pages.

31:20So you basically take the 20 million commerce keywords and then you group the keywords at the topic level, and then you launch just those.

31:28So that's how you do a category page.

31:30And then on for an article or listicle, you would basically build out an article or listicle page type and then you would have writers write articles and then publish them through Contentful or web flow or some sort of CMS.

31:41Oh, cool.

31:41I want to talk about that, just the actual platform.

31:43But this might be a good time to introduce this idea of topics you mentioned a few times.

31:47I was going to ask you about that towards the end.

31:49But just this idea of I think topics versus keywords is I think the way you recommend people think about what to focus on.

31:56Can you talk about that?

31:57When I started in SEO, again, it was keyword based.

32:01Every keyword had one page.

32:03And now many keywords have one page.

32:06So if you're a commerce site and you have 10 million pages, it has to be automatically generated.

32:11There's no way for you to afford to write 10 million pages, so you have to automatically generate it.

32:17And that led to a bunch of low quality content.

32:20So since 2008 with Google Pan and there's been a bunch of other algorithm changes, Google wants to again find a page that covers many different keywords and the algorithm has improved.

32:32So for best cameras, they know that best digital cameras is the same as best cameras, is the same as something else, some other variation of that.

32:39And so the algorithm has improved and it has a semantic understanding.

32:44So the algorithm is targeting topics, whether that's our intention or not, you are targeting topics.

32:50And so there's typically about, any given page is typically going to rank or be able to rank for about 200 to 2000 different keywords.

32:59And this is important for a few different reasons.

33:02So the first reason is that the search volume for what we're targeting is not the search volume for one keyword.

33:08So for best cameras, the search volume is not just the search volume for best cameras, the search volume for 2000 different variations of best cameras.

33:17And so if the search volume for best cameras is a thousand, the topic of best cameras is probably a hundred thousand, is probably 10x, at least the search volume of the keyword.

33:30And so when we're making prioritization decisions or should we go after this, we want know the right search volume.

33:36If we have the wrong search volume, then we're we're going to make bad prioritization decisions on a very large order of magnitude.

33:44The second is if our topic is going to rank for a thousand keyword words, we don't want to write a thousand articles.

33:49And if we did, we wasted a bunch of money.

33:50So for best cameras, if I had best cameras, best digital cameras, best rated digital cameras, we wasted money if we wrote an article or made a page for all of those and the order of magnitude can be substantial of wasted money.

34:05And then the last is that the page that is actually ranking for that needs to fulfill the intent of all thousand keywords.

34:14And if there's a theme that you're not talking about and you didn't know about it, then you're not fulfilling the intent and you're not going to rank as well.

34:20So for all of these reasons, it's much, much better to think in terms of topics rather than keywords.

34:26What's an example of a topic, maybe from an example of a company you worked at versus a keyword?

34:31What's like, how high level do these topics get?

34:34Sure.

34:34I'll give two examples.

34:35So an example with Masterclass is butter lettuce and the keyword, I think it ranks for about 400 different keywords.

34:44And there are themes like health benefits and other kinds of lettuce and recipes.

34:50So if we only define what it was, what butter lettuce is, and we did not talk about health benefits, then we had this gap and we're not going to perform as well.

34:59And part of why Masterclass early on was able to outrank Food Network who had way more authority in food is because other companies had these gaps.

35:09They were not looking at all 400 keywords and they didn't talk about health benefits and therefore they didn't rank as well because A, Google's content score said, "You're not comprehensive."

35:18And B, users who were searching for butter lettuce health benefits didn't get the answer and then left and went somewhere else.

35:25One other example that I'll give is with Better Up, we have this article Five Year Plan.

35:31And if you look at that article, I think it ranks for about thousand different keywords.

35:34And there are themes like examples and templates, personal versus business five year plan and five year versus 10 year versus one year plan.

35:44And again, because we have all these sub topic themes, our content is comprehensive, content scores higher, and users who are searching for five year plan template get a template, and now we have a better engagement score.

35:58So those are two examples.

36:00And one thing that I'll say is the way that we can know how we should cluster keywords, like should we have one page for template versus examples, should we have two separate pages?

36:09You can basically put in five year plan template, five year plan examples, and you can look to see how much overlap of the results are there.

36:16So if the results are completely different for those two keywords, you should probably have two different pages.

36:21But if they're all the same, Google's saying these keywords are essentially a single concept or a topic.

36:26So that's how you can think about which the keywords should be clustered under one topic or another.

36:33That makes sense.

36:33I was going to ask you with the butter lettuce example, is that, how did you figure out that there was a big opportunity there?

36:39What was the light bulb?

36:42So what we do is we'll look for competitors.

36:45So we'll look at a Food Network, All Recipes, other sites, and then we'll basically get all of their pages and all of their keywords at using a tool like AH Rush or SCM Rush.

36:55So if we're starting from zero and we have no information about food, we just go to other sites who have already done this and get all their information and data and figure out all the different pages that they have, all the different keywords that cluster to each page, the search volume or the traffic for each of these.

37:12And then we can prioritize them based on search volumes.

37:16So we have 10,000 food topics sorted by search volume or traffic volume.

37:22Then we want to look at how competitive we can be, which is topical authority.

37:27Then we want to look at conversion intent.

37:29How does food versus comics versus photography convert?

37:33And then we have a prioritized list of topics by expected conversions.

37:38So that's ultimately how we think about prioritization.

37:40Awesome.

37:40I'm just going to keep bouncing around based on where this is going.

37:43What are tools that you recommend and use most to help you in this?

37:48You mentioned a few.

37:49Screaming Frog.

37:50Sounds awesome.

37:52What else, what else do you recommend?

37:54There's four tools.

37:55So tool one is Google Search Console.

37:58So Google Search Console is free.

38:00Anyone with a website can get an account.

38:02There's a bunch of really useful information.

38:04You can get real traffic information, you can do surf tracking and you can do surf tracking for free.

38:09So every single keyword you rank for, you'll have that in there.

38:12So it's very useful.

38:13That's my number one tool.

38:15My second tool is Clear Scope.

38:18So there's a bunch of different tools for content analysis, content scoring, Clear Scope's the best one and Clear Scope will tell you what I talked about, sub topics and comprehensive content.

38:31So that tool helps you understand whether or not you have a gap in your content.

38:36So that's the second tool.

38:38The third tool would be a keyword research tool.

38:41There's many of them.

38:43SCM Rush and AH Rust I use the most.

38:45AH Rush is my favorite, but SCM Rush is good.

38:47There's a bunch of other ones, they're all pretty similar.

38:49So pick one of those that's like $100 to $200 a month.

38:53I think Google Search Console's free, Clear Scope is based on volume.

38:56And then the last tool or tools is that we have a bunch of internal tools, Graphite that are not accessible, but we use to power some of the stuff that I talked about where there's not already a tool.

39:08So topics like I mentioned, we have internal tools for that.

39:12We have internal tools for things like what sub topics you need topical authority.

39:15There just aren't tools for that.

39:16So we basically built some in house and we use that for when we're building strategies.

39:22What about Screaming Frog?

39:23You mentioned that

39:24Screaming Frog is good.

39:25It's a bit niche.

39:28You don't have to have it.

39:29The application is Screaming Frog is one crawling, so I want to get all the URLs from some other site.

39:36So that's a good use case.

39:37The second is you can audit stuff on your site.

39:40So you can crawl your whole site and find error codes and redirect loops and things like that.

39:45And then another key use case for Screaming Frog is your internal link coverage.

39:50So do your pages on your site, do they have links pointing to them within your site or do they not?

39:55So that's what Screaming Frog does.

39:56Screaming Frog could be number five.

39:58I would just say you can build an SEO strategy without Screaming Frog, but certainly useful.

40:04It's got a place in my heart now, Screaming Frog.

40:06I use it every day.

40:08Okay, okay.

40:08So if you're a real pro, Screaming Frog, if you're not using it, you're not a real pro.

40:13That's my conclusion.

40:14One of the classic issues with SEO that people often worry about is how long it takes to see anything, to see if it's working, to see results.

40:23So it's always this like, oh we'll get to it cause it's going to take us six months or year to even see any impact.

40:27Is that true?

40:28Does it sometimes show you results sooner?

40:31How do you think about timelines on SEO?

40:33It depends, but usually I'll say six to nine months, but it's a function of how much authority you have and how much existing SEO traction you have.

40:42The more authority you have and the more traction, the faster it is.

40:45So if a company like Netflix makes a change, you'll see it the next day.

40:49And if a brand new company starts from scratch, it'll take probably a year.

40:55So you start on SEO today, takes maybe three months to build the page types, do all the analysis, come up with a strategy, build everything, launch it, write 20 articles.

41:04So three months to actually launch stuff and then three to six months to see it start to rank and to grow.

41:13So what's happening, the earlier we are in less authority we have, Google is testing our pages on keywords that are less popular to see if our engagement is good.

41:23And then with better engagement, we will rank more and more and it'll grow exponentially.

41:28And so again, back to the previous conversation, Google wants to see, well, when we rank for best cameras, what's the click through rate on Google and did you stay on our page or did you go somewhere else?

41:37And the higher that score is, the better our engagement is, the more we can now rank for more competitive keywords within that topic.

41:44Then we're ranking, we have 20 articles and we're ranking for those things.

41:47Now we can rank for other stuff that's related to those 20.

41:50And so it sort of compounds and grows that way.

41:53So the rough timeline is around three to six months post of launch.

41:58Having said that, the larger the site is and the more authority it is, it could take days.

42:03So for a large site like a Ticketmaster or eBay, it's probably a one to four weeks is the rough timeline once you're really optimized.

42:11So as a founder, you're probably listening to this and be like, "That's such a long term investment, that's not going to show impact.

42:16And I have all these other things I got to work on.

42:18Should I be doing SEO?"

42:20Is there things that along the way, say before six months, that are pointing to you're heading in the right direction, keep going.

42:26Or just like, okay, this isn't going to work, just stop now.

42:29Is there any kind of early signals, leading indicators?

42:32Yes.

42:32I wouldn't say that there are signals that you should, well, there may be signals that you should stop now, but we want to look for leading indicators.

42:39And a leading indicator is, are we ranking at least number 20 for anything?

42:43So usually what we'll see is we'll launch something and maybe in the first week we're ranking number 15 for something and we get one click or no clicks, but we go from number 15 to number 12 to number eight.

42:56Now we're at position eight.

42:57We have some impressions for this keyword.

42:59We don't have that many clicks because most people don't click on number eight.

43:02But we're starting to see signs of progress.

43:04Then we go from number eight to number five.

43:06Now we get more clicks.

43:07Now we know if we can rank number five for these interesting head terms, we can rank.

43:13So let's say we have 10 articles, we're ranking number five for keywords for these 10 articles.

43:17We can rank number five for a thousand articles.

43:20And so you can see these leading indicators and signs of opportunity early on, even with a small number of pages.

43:27And I would wait until I see that to then scale it.

43:30It's common to incorrectly conclude failure.

43:35I listened to the Yuri Grammarly episode and he talked about false negatives.

43:40Like we tried this thing, it didn't work, therefore it won't work.

43:43It's common for the first try or first several tries in SEO to just not be implemented correctly.

43:49And so if you're not ranking for anything at all, either the strategy is wrong or there's no opportunity, it's probably that the strategy is wrong or that you don't have enough authority.

44:00But that's how I think about it.

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45:16When you're starting to invest in SEO, say a founder's listening to this and they're like, "Yes, SEO, let's do it."

45:22How do you recommend they hire for this person slash have somebody take it on?

45:28Do you recommend finding someone that's like an SEO god that has done this a lot and bringing them in house?

45:32Or finding someone young and hungry that's going to learn it all?

45:36Or bringing in an agency?

45:38As an early stage startup, what do you recommend people do skill wise and people wise to start on this?

45:43It depends on the strategy and it depends on the stage of the company and the opportunity and budget.

45:48So in terms of the strategy, programmatic SEO is more specialized.

45:53It's harder to find people who are great at programmatic SEO.

45:56Editorial SEO isn't easy, but it's there.

45:59There's a much larger set of people who can do editorial SEO than-

46:03There's a much larger set of people who can do editorial SEO than to do programmatic SEO.

46:05Programmatic SEO just has many different nuances around indexation logic.

46:09And I talked about the category pages and clustering keywords at the category level, that's a lot of work.

46:15It's hard to do with specialized, how to deal with UGC.

46:19So if we're a UGC site like Pinterest, it's very complicated and you want to understand which pages you want to index and you need to build scalable systems, so that's a specialized skill and there aren't that many people.

46:33If you can hire somebody whose great at that, I'm biased towards in-house, even though I run a consulting agency.

46:41I'm still biased in-house.

46:42So if you can get that person, that's great.

46:44There just aren't that many of them.

46:45But on that editorial SEO side getting someone young and hungry could absolutely work.

46:52On the opportunity and budget side, so if you're Zillow and you have SEO's worth a billion dollars to you, just spend the money.

47:00I think people under resource SEO a lot of times and over resource ads.

47:04So if you're Zillow, you're going to spend tens of millions of dollars on ads or if you're eBay, you're going to spend tens of millions of dollars on ads.

47:11Why would you not have a really great SEO team?

47:15The amount of traffic you get is probably equal to that.

47:17So you're going to spend a hundred million dollars on ads, why would you spend $50,000 on SEO?

47:22That doesn't make sense.

47:24So I think it's based on the opportunity and how complex the strategy is that you want to focus on.

47:32Awesome.

47:32That is really interesting.

47:33The two routes that you talked about, programmatic versus editorial, what kind of person would you look for the programmatic?

47:40Is it like a growth PM, is it an engineer?

47:42Something else?

47:43It would be a gross person with technical ability, and I would look for somebody who's done it before.

47:50I would not look for someone who has done it before at a well known brand name company necessarily.

47:58What I would do if I were looking for someone is I would try to find sites that have had really good SEO growth where the percentage of SEO is really high, almost too high, like 80% of the traffic is SEO, company I haven't really heard of, because that's harder to do.

48:15It's easier to do programmatic SEO at a well known brand name company.

48:19It's harder to do at a company that isn't well known.

48:24And the people who are brand name companies, everyone's competing to hire them, and the people at companies that are not brand name are less competitive, so they've had a harder route to go through and there are fewer people recruiting them.

48:41So if I were to look for a programmatic SEO person, I would basically scrape the web, find all the sites that have grown through SEO.

48:48Percentage is really high, they're outperforming, they don't have that much authority.

48:51So they made a ton out of the small opportunity that they had.

48:55That's how I would find a programmatic SEO person.

48:58It reminds me of [inaudible 00:49:00] gave this great advice, that when you're looking for a specific function, instead of trying to just scrap for everyone that does the skill, look for the company that is really good at that specific thing, and then just try to hire those people.

49:11So if a company's become really well known for SEO, that's going to be a great place to hire SEO people.

49:16Yes.

49:17What os it that this person does day to day?

49:19So with programmatic SEO, it's not like us sitting there and writing.

49:22It's basically building code and architecting taxonomies and updating sites, basically working with engineers to just create thousands, millions of pages automatically.

49:33Yes.

49:34And the SEO person doesn't need to write code necessarily.

49:38I'll tell you what I did when I was in-house in programmatic SEO.

49:42So most of my time was spent looking at other companies that A, are performing well and trying to understand what's working.

49:50So that involves finding the other sites, basically auditing what they're doing, going into Ahrefs or Semrush, getting all their URLs, keywords, which pages are performing the best?

50:01What are the patterns of the pages that are performing the best?

50:04It seems like they tend to have these particular characteristics.

50:08So a lot of my time is spent just looking at other people's sites, even more so than my own site, to try to figure out what's working, and reverse engineer what's working.

50:17Then given that, I'm trying to recreate that.

50:21So for a food network, how do I recreate a recipe page?

50:25What are all those different components?

50:27I'm coming up with product requirements, and then working with engineers to build them.

50:30I'm spending probably a lot of time on programmatic, on the category page side, going through lots of keywords.

50:37And then I'm probably usually manually clustering the keywords and coming up with those browse categories that I mentioned.

50:42So a lot of my time is just figuring out which pages are actually being created and coming up with that list or working with engineers to do that.

50:50And then we're launching them, and then I'm spending a bunch of time A, doing data analysis to see what's working and what's not working and why.

50:58And then last is tests, but coming up with ideas of what to test.

51:02What I'll say is that I spend more time and get more value on assessing other people's sites and assessing our own site than I do on testing.

51:12Testing validates at a hypothesis, but the hypothesis come from analyzing other people's sites and analyzing my own site, so that's where the valuable qualified hypotheses of what is probably working comes from.

51:26It's not from brainstorming.

51:28The test validates the hypothesis, so that's what I'm spending most of my time on.

51:34Is there an example that comes to mind of what you just described where maybe you test it too much and instead of just looking at whether sites are doing or learn something by just scanning sites recently?

51:44Well, I try not to do that, but sometimes companies test too quickly.

51:50So let's say that you're starting from zero.

51:53If you're starting from zero and nothing exists, then you shouldn't be testing things.

51:57You should be launching things.

51:58You should be testing things once things have launched.

52:01So testing is something I would do at month six or later.

52:06The beginning should be around building stuff.

52:08And when you say testing, basically writing AB tests?

52:12Could be an AB test or it could be sequential tests.

52:14And it depends on the tests, but you could make a sitewide change and then see an entire page type went up or down.

52:21And a sequential test meaning change the entire page type at the same time.

52:26That's still data.

52:27It's not as clean.

52:28You're not controlling for every variable, but it's still useful.

52:31But yeah, you can do a split test.

52:33The one thing that I'll say is some things are hard to test.

52:36For example, there are domain wide things like Google Panda or Google has a bunch of domain wide scores, and you can't split test that.

52:46You could only split test that if you had a hundred sites and you change 50 of them.

52:50And you don't change the others, but you can't split test everything.

52:53There are also things that are hard to decouple.

52:55So internally architecture, a lot of times it's a very interconnected graph, and to truly separate parts of the site can be hard.

53:04So usually split testing is the best route, but you could also do a sequential test and some things just can't be tested.

53:12Are there any tools that you find useful for testing SEO or is it just the same old AB test?

53:17We usually build them in-house.

53:19You could use tools.

53:20What I'll say is the main effort is bucketing.

53:23So what's in the control versus the test bucket or you have five different buckets.

53:30But bucketing actually is not hard, especially if you have thousands of pages.

53:34So I don't think that tools do an especially great job at bucketing beyond what a human could do.

53:40So for Zillow, just take a random sample of whatever percent you want, and that's a perfectly fine bucket.

53:45You don't need a tool for that.

53:46You might want to compare the traffic composition of both bucket to make sure that they're roughly equivalent, but that's basically bucketing.

53:54And then in terms of the implementation of bucketing, it's actually not that hard either to build in-house.

53:59There are testing tools.

54:00They're perfectly fine.

54:01I just typically will build it in-house or rather do it in-house.

54:06Okay.

54:06Coming back to the two types of people that you want to look for, we talked about the programmatic person.

54:13On the editorial side, what I think of there is ... I saw this story that Datadog hired an engineer and their job was to write blog posts, and that was really effective for them early on, to build their SEO cred.

54:25Is that the right approach?

54:26How do you think about hiring someone to run your editorial SEO strategy?

54:31That's a part of the right approach.

54:32So that part of the approach is writing really useful content and information, which is probably the most important part.

54:39The other parts are what should I be writing about?

54:42What are the topics that I should actually be writing about?

54:44A lot of topics, maybe nobody's searching for, maybe they're interesting but are not searched for.

54:49So selecting which topics we want to go after is important.

54:53And it goes back to what we were talking about earlier.

54:56What are the most searched for topics?

54:58So what's the search volume by topic?

55:00What is our topical authority?

55:01Where can we actually compete within that set of topics?

55:04Where is there conversion intent?

55:07All of that multiplied out equals expected conversions.

55:10And then we prioritize that way.

55:12So then we have our list of prioritized topics.

55:15Then we want to make sure that the article is comprehensive and we cover all of the subtopics that is not intuitive typically to a writer.

55:24So the engineer Datadog that you mentioned probably just had really good intuition about what should be covered, but a lot of people don't.

55:31So a lot of times you'll have a gap.

55:32And so again, you won't cover health benefits of butter lettuce on that article, and you have a gap.

55:37So having the outline and the subtopics is really important.

55:40And a writer's not going to ... A writer will guess that, and they may be right, but they usually are not.

55:46So you start with your prioritized set of topics.

55:48Then you have your outlines, your structure of your article, and then you give that to a writer, so that's an SEO person.

55:54Then you give it to a writer whose ideally a domain expert, has expertise.

55:59Then they write it, then it gets published, and then you analyze it, and then you feed that back into the strategy.

56:04So SEO manager does topics and outline, writer does writing.

56:08SEO manager manages publishing, or maybe content manager manages publishing.

56:13And then SEO manager looks at results, and then that's kind of the workflow.

56:17Amazing.

56:18This SEO person, so it's still a dedicated SEO person who's running an editorial SEO strategy, and they have people that are doing the writing.

56:26They're not usually doing the writing.

56:28And to your point, maybe the most important part is figure out what to write about and what it needs to touch on.

56:32Yes, and the only thing that I would say is that for editorial SEO, I've seen multiple examples where the person doing that SEO manager stuff has no experience in SEO prior and will show them some of our workflows and they'll pick it up.

56:45At Masterclass, that's what happened and the team didn't have prior SEO knowledge, and we shared our workflow, and then they became great.

56:52And they were actually great at content, more so editorial and editorial strategy, and then they learned SEO, and then they're able to do that really well.

56:59So it doesn't have to be an SEO expert with deep expertise.

57:05Programmatic is where you'd want a lot of expertise over years in SEO.

57:10But on the editorial side, you can actually pick it up if you have the right workflow and the right tools.

57:15What does that operation look like initially and at scale?

57:17How many articles do you have to pump out a day, a week initially, and then later on?

57:23How do you structure this and what does that look like operationally?

57:26We'll usually do 10 to 25 articles a month, but it depends.

57:30Essentially, you have your addressable market, how many topics exist in your addressable market and how long do you want to take to go out to them, and how many of them do you want to go after?

57:38So if you have 10,000 topics, like Masterclass probably has 20,000 topics, let's say.

57:43So if you're doing 10 a month, I don't know how long that'll take.

57:45That'll take 200 years or something.

57:48Do you want to wait that long or do you not want to go after all 10,000?

57:50You want to only want to go after 5000.

57:52You have diminishing return over time.

57:54But how many topics do you ultimately want to compete for, and how fast do you want to take to get there?

58:00What I would usually do is I wouldn't write a thousand articles a month, month one.

58:04I would start small.

58:05I would write 10 to 30, assuming that I'm starting from zero.

58:1010 to 30 maybe.

58:12We'll usually do 25, but do some volume around there.

58:18And try to get those leading indicators that I mentioned before you go really deep on SEO.

58:24Once you have those leading indicators, then you say, "Okay, so over three months, we wrote 50 articles.

58:29Here's what the performance looks like.

58:31Looks like they're ranked number five.

58:33Half the articles are performing.

58:34They're ranked number five for these different keywords.

58:35Okay, now we know that we can rank for a bunch of other stuff."

58:39And then it's an ROI question of what's the cost of writing each article?

58:43What's the return and how much do we want to spend?

58:45How fast versus ads versus other channels?

58:48So that's how I would think about it.

58:49And what I'll say is that other companies, once they get those leading indicators, will write a hundred plus articles a month, because again, they don't want to wait a hundred years to go after all the different topics.

59:00What does the MVP of that initial team look like?

59:03Is it an SEO person and a writer person?

59:05Is it just one person can do it all initially?

59:07What do you suggest there?

59:09Probably someone doing strategy and someone writing.

59:11You could do both, but usually the SEO person does not want to write, 'cause people who love writing is a special group of people.

59:20And also, they're domain experts as well.

59:23The SEO manager's probably not a domain expert in what the article's about.

59:26So I would say one SEO person and one writer is the smallest group that you could have that would be able to do this effectively.

59:33You could obviously have more.

59:35When we do projects, we usually have more.

59:36We usually have three to five people working simultaneously, but that's because we want to go faster and we don't want to wait too long.

59:42So if you want to be more cautious, minimum would be one SEO person and one writer.

59:47Awesome.

59:47Okay, there's a couple things I wanted to come back to that I skipped.

59:51One is the page types.

59:52You mentioned there's types of pages you can write: Category pages, address pages.

§03Transcript · 59:57–1:30:57

59:57Are there a set number of types of pages for people to put into their head?

60:01There's a few pages that cover probably 90% of all use cases.

60:05So on the programmatic side, there's category pages, which is a grid or a list of items like 20 products.

60:13There's an item page, which is a single item, which could be a product, an address, a video.

60:19So those are the key page types of programmatic.

60:22Underneath category, there's brand subcategory, a bunch of different ways you could slice categories, but it's essentially a grid of items, so that's a category page and a product page.

60:31Those are the two main page types.

60:33One other one I'll mention is a question and answer on Quora or a forum, so UGC pages.

60:39So those are the primary page types on programmatic.

60:41And then on the editorial side, it's essentially a page with content, and that can be an article, a listical.

60:47A listical is like a list of items packaged as an article.

60:51You could have a guide, you could have a product marketing page, like a landing page for a feature that you have.

60:56So I would actually break out product marketing pages and homepages as a separate miscellaneous bucket.

61:03But product marketing page, homepage support, those are the main page types.

61:08Those are the main page types, like eight and 90%.

61:12Then there are special cases.

61:13So special case would be tool pages like a mortgage calculator or a body mass index calculator, or Zapier has integration pages, Google sheets plus Gmail.

61:24So that's a special page type for them.

61:27So those are the main page types.

61:30And coming back to how you decide which of these page types to do, you basically look at what is Google finding most valuable within the space that you're coming after?

61:39Yes.

61:40What's your whole addressable market by page type?

61:43Which ones have the most opportunity, which is essentially impact?

61:46What's the scope of all these different page types?

61:49And then you prioritize based on impact and scope.

61:52Awesome.

61:53The butter lettuce example, say you want to win butter lettuce as a topic.

61:58Do you have one page that becomes your butter lettuce page that you're driving all your traffic to or do you try to have a hundred variations of it to win the broader butter lettuce topic?

62:09The way that I would think about that would be, again, I would take all the different keywords that I want to rank for, and I would look for the same results seem to be ranking over and over again, or they don't.

62:20So is there a significant overlap of the keywords that I have or is there is a completely different set of results?

62:26And if it's completely different, then I would separate them out.

62:29The other thing that I would do potentially is if let's say the butter lettuce page is ranking number six for health benefits, and we talked about it.

62:38But maybe if we ... And that's a huge search volume.

62:41If we really talked about it, we might be able to compete even better of this spin out sub article.

62:46And you could do that by, again, looking at the keywords that you're ranking for and if there's some theme where you did cover it, but you're not ranking quite as well as you want to, break out that section of health benefit and then have a separate article for that.

62:59Awesome.

63:00Man, there's so much meat to this.

63:03My brain is full, but I have many more things I want to ask.

63:07So let me ask a few more things: One is just like a meta question.

63:12It feels like there's a lot of conflicting advice about SEO.

63:15Everyone's always giving you different opinions about the way to win SEO and things are always changing.

63:20Do you have any advice for folks that are trying to learn how to get better at this?

63:24They'll listen to this, they'll learn a ton.

63:26They'll probably hear different advice.

63:28Any advice for how to know what to believe, what's real, who to listen to?

63:32Yes, so I think it's based on doing data analysis of your site, of competing sites, to generate hypotheses of what you think is working and then testing them and validating those hypotheses, which is different from "Google said something and therefore I will believe it completely, or somebody told me something."

63:53So Google is a source of hypotheses to test and analyzing other sites.

63:58Something that someone said, something that another SEO person said.

64:01These are all hypotheses, but ultimately you want to test them.

64:04Of the sources of where you would generate your hypotheses, I would focus on looking at other sites and looking at your own site.

64:12So find what seems to be working on other sites and do that by, again, putting them into Ahrefs, putting them into Semrush, getting their top pages, trying to glean with what patterns you think are correlating with success.

64:27And then same on your own site, so which pages are performing well?

64:30Which ones aren't?

64:31An article that's 2000 words, it's doing ... Or the word count seems to be a correlation.

64:35Longer is better and shorter is worse.

64:39Maybe that is causal, then go test it and then validate it.

64:42I think also I spend a lot of time ... So when I look at other people's sites, one thing that I'll do that I've had a lot of success at is to contact the person who runs SEO at that company and then set up a meeting and then ask them a bunch of questions about I think that this is what happened?

65:01Is that correct?

65:02Or what have you tested?

65:04What's worked and what hasn't worked?

65:06I remember I was trying to come up with an international SEO strategy.

65:10And so I did an analysis where I looked at every company and which companies had repeated success outside of the United States.

65:18So eBay, TripAdvisor, a bunch of other sites.

65:21And there were clear patterns that TripAdvisor consistently outperformed over and over again.

65:26So then I analyzed TripAdvisor and tried to come up with what I thought was causing that.

65:31And then I tap my network and tried to find the person who's running an SEO TripAdvisor, which was hard to do, but I eventually found Luc Levesque who was running all SEO including that.

65:42And then I asked him a bunch of questions and he answered some of them.

65:45And so now, I actually know the answers.

65:48So I don't even need to test some of these things.

65:50Somebody else already built this and tested it so they can just tell me.

65:53So finding the SEO manager, the people at these companies and just asking them the questions is actually a great way to get those answers.

66:03Awesome.

66:03Luc's coming on this podcast actually in not too distant future.

66:07Luc's great.

66:08I'm looking forward to it.

66:09Yeah, he's a big deal now.

66:11You mentioned that some companies get a little blocked on thinking about strategy and just planning and don't actually get anything done.

66:20And I think you had some thoughts to share, just how do you get shit done without being blocked if you can't get all the things done you want to get done?

66:28The dirty secret of SEO and SEO consulting is that most of what is recommended never gets launched.

66:36So we interview people from other SEO agencies or recruiting SEO at other companies.

66:43And the common thing that'll happen is I'll say, "What did you work on?

66:47What was your strategy?

66:48Describe your strategy."

66:49And then they'll describe it in detail, and I did all these different things.

66:52And then I'll ask, "What happened?"

66:53And they'll say, "Oh, well, actually, almost none of this got launched because I couldn't get resources."

66:58So the common problem is resources, and every company is resource constrained.

67:04I think a key part of why SEO especially gets disproportionately blocked is number one, it's not part of the product org, and the changes are oftentimes product changes.

67:15So Eli Schwartz has this book about product led SEO, which is how it should be done, and it usually is not done that way.

67:21It's usually the product org has their stuff, and then there's the SEO team over here and they're saying, "Please do this thing."

67:26And the product team says, "Well, I have all this other stuff that I need to do, so I'm not going to do that, or I'm going to do that in a year."

67:33And so having the org design and having things prioritized through product I think is really important.

67:40Also, having buy-in at the executive level is really important.

67:44Usually when we get locked, I'll just try to ask the executive, "There's this really big opportunity.

67:49May we please get this thing launched?"

67:51I think the other part of why SEO doesn't get resource as it should is that it's mysterious and it's hard to describe it.

67:57And people will say, "Well, how do you know that this is going to work?"

68:00And you actually don't know if it's going to work.

68:02And so the fact that there's this mystery around it versus something else where there's not mystery, the non-mysterious thing will get prioritized over the mysterious thing.

68:11And then the last is that it's just a lot of work.

68:13The stuff that I've been describing to you, to your point about there's a lot of meat, there's just a ton of work to do at scale.

68:19At Zillow, you need a large team and to do a whole bunch of different things, so you need a lot of resources to actually do all this stuff.

68:26And so it's just high scope a lot of times to do it.

68:29So for all these reasons, the getting things done part is actually more of a factor of success or not than the actual strategy a lot of times.

68:38There's a bunch of topics I want to touch on before we wrap up.

68:41This is already I think it'll be the longest episode we've done, but well worth it, because rarely have I heard this much depth on such as you said, mysterious skill and growth opportunity.

68:51So I'm really excited about all the stuff that we're talking about.

68:54There's a few things that you already touched on in my notes, but there's a few that we haven't.

69:00One is topical authority, which you talked a bit about, but I'm-

69:03One is topical authority, which you talked a bit about, but I'm curious, is there anything more to share about just the importance of becoming an authority at a topic as the core of your SEO strategy versus say, keyword focus and things like that?

69:14This is probably the most important, least understood part of SEO.

69:20So page rank was a key thing with Google, where Google would prioritize things based on page rank, and it's based on academic publications where the journal article that was cited the most is better than others.

69:35So they applied that to their search engine, and that was a key part of why their search engine was better.

69:40And so it started with links.

69:42So the more links you have from other sites pointing to you, the more important you are, the higher you'll rank.

69:46And so people would build links and focus on that.

69:49And over time, that's gotten a lot more complex.

69:52So there's more inputs.

69:53The links is one.

69:55And I mentioned referring domains, that's part of links.

69:57There's other inputs.

69:58So non- SEO traffic, like I mentioned, how much traffic are you getting from other channels is a signal.

70:04And Google is looking at Chrome for that as well.

70:06So Google actually knows your traffic sources and Android.

70:10So non-SEO topic is an authority signal.

70:12Shares and social activity is an authority signal, branded search.

70:15So the number of times people type in your brand name into Google, how many times people type in masterclass is an authority signal.

70:22So authority is more complex, so there's more inputs.

70:27The second thing is that it's topical.

70:29So it's not your total domain authority, it's what you're known for.

70:33And you'll see in the most recent Google helpful content update, they talk about domain experts or they don't use the word topic, but they refer to people where there's a specific narrow expertise versus we can rank for anything like a Wikipedia.

70:48And so Google's looking for which sites are disproportionately known, they have disproportionate authority for certain themes versus others.

70:56And so those themes come from what does the anchor text of your back link?

71:00Does it say chicken recipe or does it say digital camera?

71:04What is for shares?

71:05What has been shared the most?

71:07What is the content of what got shared the most?

71:10Branded search, so Masterclass plus Gordon Ramsey is authority for Gordon Ramsey.

71:16So these are the inputs and that's how Google's determining those keywords.

71:20And then they'll give you authority for the things that are semantically related or adjacent to that.

71:26So an example that I'll give is I was working with a recipe site, and we had a viral blog post about jello shots, 10 jello shots worth the hangover, and we got four million likes and millions of pins.

71:42It was hugely successful.

71:44And so that post did really well.

71:45I think it ranked around number six for jello shots, but the entire domain then started to rank for vodka recipes and whiskey recipes and things that were semantically related to jello shots.

71:59And those pages were not even linked to from the blog post.

72:02So the blog post did well, but the entire domain benefited from jello shot, topical authority, and from things that are adjacent to jello shots, which are other types of alcohol.

72:13And so it was the adjacent and it was entire domain rather than single page.

72:18So that was a really interesting example, and we see that a lot.

72:22An example with Masterclass is early on they had authority for the names of the instructors like Gordon Ramsey, but not for food in general.

72:30And so we knew that if we had authority for Gordon Ramsey, then we'll have authority for things that are adjacent to Gordon Ramsey.

72:35So Gordon Ramsey's known for Beef Wellington, salmon, how to poach and egg steak.

72:40And so we focused on things adjacent to Gordon Ramsey, and we knew we could rank there versus something like a butter lettuce where we did not have authority for that yet.

72:48We would not rank for that early on.

72:50So we started for stuff that was adjacent to where our topical authority was, and then we branched out from there.

72:55And this is actually a great way where earlier companies can actually rank even if their competitors have way more domain rank than they do.

73:04Because again, Google's saying for a FinTech site, maybe you don't have as much authority as Investipedia, but you're really known for iron condor crypto, I forget what it was called, but you're known for that thing.

73:16So what's your authority?

73:17Or for Gordon Ramsey, what's your authority for just Gordon Ramsey relative to your total authority?

73:22And if you're disproportionately known for Gordon Ramsey, then you have very high topical authority for that.

73:27And you'll outrank other sites that have more total domain authority because you're disproportionately known for that thing.

73:34When people think about the idea of a topic, you mentioned a bunch of examples.

73:38Butter, lettuce, Gordon Ramsey.

73:40Is it usually just a topic versus a keyword?

73:43A topic is a one word or two word description of a broad thing versus like caesar salad with sardines and croutons.

73:51What's like a good mental model for thinking about, here's a topic that I can win versus here's just a keyword?

73:57A topic would be, again, we want to find keywords where the results are the same over and over again.

74:03So those keywords are now a group.

74:05That group of keywords, 300 keywords where the same results you're showing up every time, that's now a cluster of keywords, and therefore it's a topic.

74:15So the label of that topic is essentially, what do you think is the primary theme of that?

74:19It's usually the highest search volume keyword within that keyword cluster, like a butter lettuce.

74:25So that's the name of the topic.

74:26And then the way that you think about adjacent topics, you can kind of think of adjacent topics for food.

74:31What does an ingredient graph look like?

74:33So for jello shots, there's drinks, meat, vegetables, produce.

74:38Underneath drinks, there's juice and coffee and tea, and then there's alcoholic drinks.

74:43Underneath alcoholic drinks, there's whiskey and vodka and this.

74:46Eventually lower down, there's jello shots.

74:48So jello shots, what's adjacent to that?

74:50There are other types of alcohol.

74:51Then you have other types of alcohol, you rank that, what's adjacent to that?

74:55Other kinds of drinks.

74:56What's adjacent to that?

74:57Something else.

74:57But that's kind of how you can think about how the topic lives in an overall graph is an ingredient graph.

75:04Or same with commerce, home goods versus cameras.

75:08There's a whole tree structure.

75:09So that's how you can think about adjacent topics.

75:11I wonder if there's a big map of these somewhere with all the traffic to each.

75:16So there is and there isn't.

75:18There are expert defined taxonomies and Google has them, but they typically don't use them and they typically will generate graph somewhat on the fly because things will change.

75:29And so I think people over overestimate the amount of expert curated taxonomies that Google uses.

75:36And it's actually a lot of algorithmic dynamics definitions of a graph that are generated constantly.

75:43And again, they change.

75:44So that's typically how it works.

75:46So how Google would actually find these adjacencies, I think it's by doing large crawls of the web and looking for co-occurrences, and then structuring a graph that way, looking at search refinements, looking at co-occurring results.

76:00So for butter lettuce, here are all the results.

76:02What words co-occur on the results there?

76:05So Google's basically, I think creating a graph out of that.

76:08Part of why I say that is because we have some data suggest that.

76:11And then also there's a good SEO, the best SEO podcast, I think it's called Search [inaudible 01:16:18] On the Record or something like that, but it's with Gary Illyes and John Mueller and actually give quite a bit of the information.

76:22There's one episode where Gary Illyes basically does what I just said, where Google crawls the whole web, looks for co-occurrences and search refinements and all of the sort feeding into how relationships are understood.

76:36Cool, we'll definitely link to that podcast.

76:39A few more questions I definitely want to get through and then we can wrap up.

76:43One is I know you're a big proponent of internal links and the power of internal links and how that's often a underappreciated lever for growing SEO.

76:50Can you talk about that?

76:52Yes.

76:52So I mentioned I worked at this e-commerce company in 2007.

76:58And in 2007, Google Search Console had a report of all of your pages and the number of internal links.

77:08And they have that now, but the data are not all available, so it's not clean data.

77:14But then it was actually real data that was comprehensive and complete.

77:18So we could literally download and we had millions of pages and millions of products, and I could download the entire set of every URL and the number of internal links that Google found.

77:29And we had a bunch of product pages that were not getting traffic.

77:32So I wanted to understand why.

77:34So I got that, all the URLs, all the internal link counts.

77:38Then I got traffic, and then I basically did a correlation and I found that pages with more links got more traffic and pages with fewer links got less traffic.

77:46So again, to the earlier question of how do we generate our hypotheses?

77:49We analyze data, we look for patterns, we generate a hypothesis.

77:53I think that links cause traffic.

77:56Test that hypothesis.

77:57So we made a change where we added more links to these products that had no links, and by links I mean links from within the site.

78:04So within the site we're linking to these products more.

78:06And then we saw a huge increase, I think it was 300% increase in traffic to these product pages.

78:12And so then we were able to draw a clear causal relationship.

78:17And that was in 2007.

78:19That still works and that's still a thing.

78:21So I would say probably 90 to 95% of sites have this problem right now.

78:27And the reason why this is a thing is Google is crawling the web and your site through links, and if you don't have links, then Google doesn't have paths to find all of your pages.

78:38And it's not enough to put it in the site map, you need it.

78:41That's one link.

78:42You need many paths for Google to find pages and the more paths the better, up to a certain point.

78:48Usually at least 10 links, Google needs to find a page and crawl it regularly enough to give it enough credit.

78:56And 90% plus sites don't have this.

79:00The reason why is because internal link algorithms are typically either facet based, recommendation based, or popular based.

79:08So for facet based, what I mean by that is for Thumbtack plumbers in San Francisco, they'll link to other cities and other service types.

79:19Or related will be, and basically you'll have silos.

79:22So you'll have pages, you'll have cities that maybe they're not popular enough they didn't get linked to, you'll have other services they didn't get linked to.

79:29And so you'll have these gaps in the site where you didn't have enough links to some of the pages.

79:36Popular, you're always going to have the same 10 most popular posts on every single page.

79:41And the other posts that are not the most popular don't get linked to.

79:44Most recent, same thing.

79:46You'll only link to the most recent ones and not to the ones that are not the most recent.

79:49Related similar.

79:50So related algorithms are based typically on people who viewed this other thing.

79:55And if you have a post that didn't get viewed a lot, you don't have data for that and then it doesn't show up in the related algorithms.

80:00So related algorithms tend to skew towards a subset of pages.

80:03And so typically what you'll see is if you crawl, so you can look at this by getting Screaming Frog.

80:08So this is a good use case from Screaming Frog, scrape the whole site, you'll get an internal link count, it's called unique end links and Screaming Frog.

80:16And you'll see a power curve where 5% of pages are getting 95% of links.

80:21It's very extreme usually.

80:24Then you can see that a bunch of pages on your site get zero links or one link.

80:28We'll usually look for at least five links, ideally 10 to say that this page has enough and frequently they won't.

80:37And none of these algorithms that I just described are going to solve it.

80:40So facet based related, popular, recent, none of those are going to spread enough links everywhere.

80:47And so then when you fix it and you spread links everywhere, then traffic goes up.

80:52And essentially what you want is you want a shortest path from crawl point.

80:56So what I mean by that is a crawl point is where Google enters your site.

81:00Google enters your site at your homepage, but it also enters your site on any popular page.

81:05So if your mobile app page gets lots of links, or you have a press release that gets lots of links, all of these are places where Google is entering your site frequently and it has a lot of authority.

81:15And what you don't want is you don't want every page to be very far away in your link graph.

81:21You don't want it to be very far away from these crawl points.

81:23You ideally want as few hops or as few levels of your site from those crawl points.

81:30You don't want to hierarchal tree structure, you actually want a very flat wrap.

81:34So how do you actually build this?

81:36This is a lot of work.

81:38So back to getting things done, this takes a lot of effort.

81:42So we actually built our own.

81:45At Thumbtack I worked on their internally link algorithm and then at the shopping site that I mentioned in 2007, we did the same thing.

81:53So we've rebuilt that a few different times, but regularly the scope was too high.

81:56So we basically built that in house.

81:57So we have an ATI that can power this on any site.

82:00We have it live on a bunch of sites, we have it live on Upwork.

82:03And the other sites seen really good lift from that.

82:05But consistently we'll see if you don't have good link spread, fixing it has significant opportunity.

82:11Typically 25% plus opportunity, even like 100% opportunity sometimes if your links are really under optimized.

82:18So this is probably anything that I can recommend to companies as the quick win, the thing to do at the start, it's this.

82:27What a nugget to have towards the end of this long conversation.

82:30Folks that are still listening, good job continuing to listen.

82:33And you found a great opportunity.

82:35So that I understand how this actually ends up being implemented is it a simple way to think about it, there's a bunch of links in the footer and you smartly decide what links to include in that footer?

82:46Yes and no.

82:46So footer links are not equal to body links.

82:51So links in the nav and in the footer are navigational links and they count, but they don't count as much.

82:56So Google will look at your page and separate out navigation, but body links count a lot.

83:02And I think that the way Google is doing that is they're basically looking at, is it the same pieces of information over and over again or is it different?

83:09And so we'll usually put it at the bottom of an article or a bottom of a category page.

83:13You could put them anywhere really.

83:15It could be in the body, it could be at the top, it could be at the bottom, but I wouldn't put it in the footer.

83:20I would put it above the footer.

83:22Got it.

83:23Just hearing you talk about how this space works and how detective oriented it is and scientific, but also creative, imagine it's very fulfilling to work in this space, just like intellectually.

83:36Is that what you find?

83:38It's fulfilling now, but it wasn't when I started.

83:41When I started, I tested a bunch of things that didn't work and it's very demotivating to do a bunch of work and none of it works.

83:49I think that's part of why people either don't go into SEO or when they do, they go out of SEO, is that they try a bunch of stuff and it doesn't work.

83:58But if you can persevere through that and start getting things that do work and start getting wins and 80% of your company's traffic comes from the work that you did, that's very, very fulfilling.

84:10I think the other fulfilling thing is there's a certain profile of a growth person or an SEO person who really likes to do things they're not supposed to do and to break things and to do things that are unconventional, and I'm that way.

84:25And so for those reasons it's very fulfilling.

84:28A couple more questions I want to get through and then I'll let you go.

84:31One is, I've noticed this proliferation of startups that are using GPT-3 basically to generate pages and to win SEO through just autogenerated AI driven pages.

84:42Do you think this is an effective strategy for a startup?

84:46Do you recommend it?

84:47Do you think it's long term, going to last?

84:49How do you think about AI and SEO?

84:52I mostly don't like it and don't recommend it, but there are exceptions.

84:57So a couple things on this.

84:59The first thing is the content should be good and it should be useful.

85:03And we've played around with GPT-3.

85:05So GPT-3 is basically generating sentences that are similar to other sentences that have been written by somebody else.

85:10So GPT-3 takes common crawl and very large data sets.

85:14So a large snapshot of the whole web, so tons of sentences, and then it trains a model to generate new sentences that are similar to other sentences that have been written.

85:22So they're grammatically correct, they're spelled correctly.

85:25Sometimes they sound like they are written by a person, sometimes they're not.

85:29But a lot of times they are.

85:30A lot of times it's indistinguishable from a human.

85:33The problem is that you want the sentence to be factual.

85:37You want there to be underlying wisdom in the sentence.

85:40So I'll give you an example.

85:41We were playing around GPT-3 to generate a description of a product, of a soap.

85:47And GPT-3 said the soap was oxide free, but it was not oxide free.

85:52But GPT-3 doesn't know that.

85:53And some other thing was oxide free on the web.

85:56And so it just said it was oxide free.

85:57So it made this false claim.

85:59But if you're a user, you would never know that.

86:00It was written well, it was spelled correctly, it was grammatically correct and it was just factually inaccurate.

86:06And so to have content be useful and to use AI in a useful way, there needs to be underlying wisdom that the AI is communicating.

86:15So if you have structured data, then it can be useful.

86:19So let's say that you're writing an article about a basketball game.

86:25If you have structured data about each thing that happened in the basketball game, somebody scored this point at this particular time, and then this happens, something else.

86:32You generate sentences that are factual, they're based on actual information or knowledge, and the sentences are therefore useful.

86:41With Power is actually an interesting example.

86:42So they're extracting structure from clinical trial information and generating sentence based on that structured data.

86:50So in that sense it's useful, but most AI generated content is just sentences that are similar to other sentences that have been written.

86:58And so in general, I recommend against AI.

87:01An example would be, how should I save for my retirement?

87:04If I have an article about that and it's just not truthful and I'm making decisions about my retirement based on this article, the GPT-3 wrote, that's really bad.

87:16Or if I have cancer and I'm researching cancer options and this AI content suggests some treatment that is not a good treatment, that's a big problem.

87:26And so I think we want to be really careful about how we use AI for content generation.

87:31Where AI is really useful is actually all the other stuff that I talked about.

87:36So if you think about the workflow of creating content, you start with what should I be writing about?

87:41What are the subtopics?

87:42So like 300 different keywords, what are the sub themes?

87:46What's that outline?

87:47How is it performing?

87:48All of these things can be done really well with AI.

87:51So AI can extract structure, they can help me decide which topic to write by going through these thousands of keywords and clustering them and looking for overlaps and things like that.

88:00It could tell me what my topical authority is.

88:03It could sort them.

88:04It could go through the keywords and find these subtopic themes.

88:07It could do all of that really well.

88:09And then a human can write a piece of content.

88:11So given all that information, human can write a piece of content, they're a domain expert, they have wisdom, and they can write an article based on that structure.

88:19That's a great application of AI.

88:22What's not a great application of AI is writing an article suggesting cancer treatments based on no underlying wisdom.

88:29That sounds dangerous.

88:31Say someone is listening to this episode and they're like, okay, I'm excited.

88:36SEO is something we should be thinking about.

88:40What is the first and second thing they should do after finishing this episode to explore the opportunity?

88:46First thing that they should do is assess the size of the addressable market.

88:49So is it large?

88:51Do that by finding again, product competitors and audience competitors.

88:54How much traffic do they have?

88:55Is that meaningful?

88:56The second thing that they should do is say, can I compete?

88:59Do I have enough authority?

89:00So how much traffic do I have that's not from SEO?

89:03How many referring domains do I have?

89:04What is my total authority?

89:05How much traction do I have?

89:08Then they would want to ask of all the things I could be working on, how does SEO compare with all of my alternative things that I could focus on?

89:16And then what's the scope of that?

89:18So do I want to spend my money on that or do I want to spend it on something else?

89:21What's that amount of money?

89:22Does that make sense?

89:23So that's what I would do.

89:25Ethan, this episode is a bonkers.

89:27I think there's millions of dollars worth of value in this last hour and a half that we've been here.

89:32I am so appreciative of you making the time.

89:34I'm going to go eat some butter lettuce for sure.

89:36Before we wrap up, where can folks find you online if they want to reach out or learn more about Graphite and you and how can listeners be useful to you?

89:46Absolutely.

89:46So our website is graphitehq.com and my email is ethan@graphitehq.com.

89:53So that's where you can find me.

89:54And one thing I'll add is I talked about how I learned a lot from asking other people at companies what worked and what didn't work.

90:04And what you're doing with your podcast is essentially getting those people on a podcast and sharing it with everyone.

90:10So when I was starting in Growth, I had no information or no guidance other than that consultant that I mentioned to point me in the right direction.

90:18So it was really painful.

90:19So the fact that there's an operator who's talking to other operators and practitioners and getting that information, giving access to everyone is really meaningful.

90:27So I just wanted to thank you for that.

90:29It's my pleasure, man.

90:29It's really fun for me too and I'm learning a ton, so thank you.

90:33Thanks for being here.

90:34Absolutely.

90:34Thanks for having me.

90:36Thank you so much for listening.

90:38If you found this valuable, you can subscribe to the show on Apple Podcast, Spotify, or your favorite podcast app.

90:44Also, please consider giving us a rating or a leaving review as that really helps other listeners find the podcast.

90:51You can find all past episodes or learn more about the show at lennyspodcast.com.

90:56See you in the next episode.

— A LITTLE MORE TO THINK ABOUT. —