Off-Page Topical Maps: How Third-Party Corroboration Boosts LLM Visibility for Digital Marketing Agencies
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What Does “Off-Page Topical Maps: How Third-Party Corroboration Boosts LLM Visibility for Digital Marketing Agencies” Talk About?
This episode of the James Dooley Podcast dives deep into the concept of off-page topical maps and why third-party corroborative sources are becoming essential for LLM visibility in 2026. James Dooley and Karl explain how brands need to move beyond optimising their own websites and instead focus on building a network of third-party sources — press releases, guest posts, reviews, testimonials, awards, case studies, Reddit threads, and social media — that collectively signal to LLMs like ChatGPT, Perplexity, and Gemini that a brand is credible and citation-worthy. They introduce the concept of the AI reputation tree, a proprietary tool that generates around 250 synthetic queries connected to a brand to help map what the brand should be building off-page.
The conversation covers practical tactics for improving entity confidence and knowledge graph clarity, including how to write press releases that define an entity using semantic triples, how to use schema markup and same-as tags to connect corroborating sources, and why indexing social media posts using tools like indexational.com or gigaindexer.com is critical. James and Karl also discuss the significance of Reddit and Quora as third-party sources, noting that LLMs can pick up Reddit posts almost instantly after indexing. The episode also explores why title tags and meta descriptions matter not just for rankings but because LLMs sometimes pull answers directly from search engine results pages without opening the actual pages.
“confidence and clarity is the new page rank.”
— Karl
Who Are the Guests on “Off-Page Topical Maps: How Third-Party Corroboration Boosts LLM Visibility for Digital Marketing Agencies”?
James Dooley is an SEO expert and digital marketing specialist best known for his work at FatRank, a digital marketing agency he founded. He is deeply embedded in the SEO and AI visibility space, regularly producing content around topical authority, knowledge graphs, entity SEO, and LLM optimisation strategies. James brings a practical, results-driven perspective to complex SEO concepts and is known for coining frameworks that simplify how brands can improve their presence across both traditional search engines and AI-generated responses.
Karl is a co-host and collaborator who works closely with James on digital marketing strategy, specifically around AI reputation management and off-page SEO. Karl is the architect of the AI reputation tree concept discussed in the episode and has a detailed working knowledge of query find-out models, semantic content networks, and how third-party corroboration affects LLM citation confidence. He also references collaborative work with Jason Barnard, known for his expertise in brand SERPs and the algorithmic trinity.
What Are the Key Takeaways From “Off-Page Topical Maps: How Third-Party Corroboration Boosts LLM Visibility for Digital Marketing Agencies”?
Here are the key points discussed in this episode:
- Building an off-page topical map using third-party sources like press releases, awards, testimonials, and case studies is more important than optimising your own website alone, because LLMs rely on external corroboration to determine which brands to cite.
- Confidence and clarity about a brand's identity across the web is now the new PageRank, as LLMs prioritise citing brands with high entity scores and clear knowledge graph connections.
- A press release is only as valuable as the content within it — the body copy must define the entity using semantic triples and the correct attributes to effectively connect the brand to the right queries in LLMs.
- Indexing social media posts using tools like indexational.com or gigaindexer.com is critical because if a social post is not indexed by a search engine, it provides little value as a third-party corroborative source.
- Reddit and Quora are highly valuable off-page sources because LLMs crawl Reddit almost daily and can pick up new posts within seconds of indexing, making forum visibility an important part of any AI reputation strategy.
“you have to make it more cost-effective, lower the cost of retrieval from the search engine. The best way to lower cost of retrieval from a search engine is to increase its confidence and its knowledge graph of who this business is as an entity.”
— James Dooley
Is “Off-Page Topical Maps: How Third-Party Corroboration Boosts LLM Visibility for Digital Marketing Agencies” Worth Listening To?
This episode is worth listening to for anyone trying to understand how AI language models decide which brands to cite and recommend. Rather than offering generic SEO advice, James and Karl break down a specific, actionable framework — the off-page topical map and AI reputation tree — and walk through exactly how different third-party sources such as press releases, guest posts, Reddit posts, and social media contribute to a brand's entity confidence. The nuance they bring to topics like schema markup, same-as tags, and the importance of title tags for LLMs that never open the full page makes this episode stand out from typical SEO content.
What makes this episode especially valuable is the practical quick-fire format where James challenges Karl to evaluate different tactics — guest posts, press releases, social sharing, Reddit threads — and Karl explains the caveats and conditions under which each one works. This kind of granular, honest breakdown of what actually moves the needle in 2026 is rare. Whether you are a business owner, an SEO professional, or a digital marketing agency trying to improve visibility in AI-generated responses, this episode gives you a concrete mental model for building the kind of third-party reputation that LLMs trust and cite.
Who Should Listen to “Off-Page Topical Maps: How Third-Party Corroboration Boosts LLM Visibility for Digital Marketing Agencies”?
This episode is ideal for:
- Digital marketing agency owners who want to improve their clients' visibility in ChatGPT, Perplexity, and Gemini results
- SEO professionals looking to move beyond on-page topical maps and build entity authority through off-page sources
- Business owners who want to understand how to turn their testimonials, awards, and case studies into LLM-visible assets
- Content strategists and PR professionals interested in how press releases and guest posts need to be structured to define brand entities for AI systems
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What Are Listeners Saying About This Episode?
“The explanation of why confidence and clarity is the new PageRank completely changed how I think about our content strategy. I immediately started auditing our press releases to make sure we are defining our entity with semantic triples rather than just shouting about the award. Genuinely one of the most useful SEO episodes I have heard this year.”
“The section on Reddit being crawled by LLMs almost daily was an eye-opener. I had no idea that a forum post could influence what ChatGPT cites about your brand so quickly. Going to start building our Reddit presence properly now based on what Karl laid out here.”
“What I loved about this episode was how practical it got with the quick-fire questions. James pushing back on guest posts and explaining that DR and do-follow links are no longer the whole picture, and that you need to check if the site has a knowledge graph ID and is actually being cited in LLMs, is the kind of detail you just do not get anywhere else.”
This video explains which digital marketing strategies digital marketing agencies should focus on in 2026 to improve LLM visibility, entity confidence and conversion rates. James Dooley and Karl start with KPI tracking because measuring where and how often a brand is cited across ChatGPT, Perplexity, Gemini and other LLMs shows what you can realistically rank and be listed for. They cover brand SEO, AI visibility and Google Business Profiles because stronger search presence improves trust and conversion rates.
The discussion also explores organic SEO, organic social media and paid social ads because consistent visibility across search and social supports long term growth. PPC is analysed in detail because campaign setup, landing pages and lead handling directly affect results. They also discuss Reddit, Quora and paid AI ads because diversified enquiry sources and early adoption can strengthen digital marketing performance for digital marketing agencies.
PromoSEO lead generation for digital marketing agencies recently received recognition as the “Best Digital Marketing Agencies Lead Generation Agency.”
Where to Listen to This Episode
Off-Page Topical Maps: How Third-Party Corroboration Boosts LLM Visibility for Digital Marketing Agencies is available on:
James Dooley: Off-page topical map. Why is third-party corroborative sources important for LLM visibility? >> So, with LLM visibility, obviously, you're talking about you being cited within, you know, ChatGPT, Perplexity, and Gemini, all of the all of the different LLMs. You type in a query, and whatever it's citing is what you want to be listed. Um So, it's really becoming really, really important because if you're not looking at this off-page topical map, you don't know what you're going to rank, essentially. You don't know what you're going to be listed under. So, you really need to be looking at what queries are connected to your brand. Do a query find out model. Obviously, we've built a a tool that does this. Um The AI reputation management tree will help create a query find out model around your brand and give you a huge list. I think it was 250 words, give or take, um around your brand that you should be fulfilling. Um and that then creates the ability to create a off-page topical map, which essentially is going to be, you know, a list of great places or us finding a list of great places that you should be looking to rank. Um and those places are then listed or featured within LLMs themselves, which then increases the confidence within the LLMs to then cite you more often. Um what what would you be looking to do differently with
James: I think the I think the major part of this is everyone's obsessed with doing a semantic content network and doing a topical map on their own website. And that's a first-party source saying how great they are. And I think with an off-page topical map, this is third-party sources that's corroborating and repeating who you are, what you do, and why you're freaking brilliant. And that third-party element is key. Really, really important because on the claim, frame, and prove, you can claim something and frame it in a way, but then you need to prove it. And the way you prove it is getting third-party sources. And without having that proof part with regards to awards, with regards to reviews, with regards to testimonials, and with regards to case studies, you don't have the reputation element to it. And that's where the AI reputation tree becomes really important for personal branding, for corporate branding, for online reputation management, for making certain that you're improving the AI resume, to make certain if you are tracking LLM visibility, that it's Look at all the sources of where it comes from. It's all from third-party sources that's citing why you are the best. It's the listicles, it's the comparison articles, it's all these sources that's coming back on the third-party off-page topical map, which feeds why you are great.
James Dooley: Well, I guess we were mentioned in the earlier today that if you think that that's full of what, billions of websites, I can almost guarantee not one of them who owns a business goes, "We're terrible at this. Buy our service, though." Every single business will be saying why they're great at doing what they do. But what they're not then doing is getting a third party to collab collaborate on it and sort of say, "Yes, they are. They're They're the best at what they do." And they might be this.
James: Yeah, I mean, on another thing is that the amount of businesses that come to us that are actually brilliant, right? And they do have lots of testimonials, but the testimonials are on their email. And you're like, "Can we not just get that on a Google Business Profile? Can we not go and get that on a Trustpilot? Can we not go and get that on a Yelp or on a yell? Can we not go and do an article about that review? Can we not wrap that within a case study and explain what you did for that client in a case study and then wrap the testimonial into that case study and then do a press release on that. Co-occurs then come rank for the service that you offer in in an area of where you've already offered it, and then when someone says, "Have you ever done this plumbing service in Manchester?" Yeah, here's a case study. Oh, by the way, it's got the testimonial with it, right? If you start doing lots of those, when then a local Manchester meetup says, "We're doing an awards night." and you go, "Look at all these case studies." which you present them with, they go, "Wow, what an amazing company you are. We're going to give you best plumbing company in Manchester cuz you've done all these case studies and got all these amazing testimonials. Now, you're an award-winning plumbing business in Manchester. Then you can shout and scream all over your website on the first by source that you're an award-winning, but you go and do a press release, you go and do guest posts and third-party property sources explaining about the award that you had, that the founder there came and you've got a trophy, and you're up on stage with the rest of the team, and it's a good night out for the team. So, you're building that culture as well for the team and stuff like that. But, all these images, if there's a video of you going upstairs collecting it, you've got images, you've got videos, them videos could be turned into video shorts that you can post all over social media. You can post them all over Reddit, which is on the discussions and the forums is also massive. And then be doing an article on your website explaining who you are, what you do, and why you're freaking brilliant. So, for me, it's like the most important but I'd also I'm almost say an off-page topical map is more important than an on-page topical map, but everyone's obsessed. Yeah, yeah, yeah, sorry, Corey.
James Dooley: [laughter]
James: But, everyone seems obsessed with it on their own website explaining who they are and what they do, and I'm like, "Get that proof element."
James Dooley: It's also the element that if you think Corey always mentions, you have to make it more cost-effective, lower the cost of retrieval from the search engine. The best way to lower cost of retrieval from a search engine is to increase its confidence and its knowledge graph of who who this business is as an entity.
James: Yeah.
James Dooley: If it understands that, then guess what? It's going to get the the data straight back to you instantly.
James: Yeah, so like on that, confidence and clarity, in my opinion, is the new page rank.
James Dooley: Yeah.
James: I did literally a video yesterday with Jason Barnard who does a lot of brand serps. He talks about the algorithmic trinity. And on the algorithmic trinity, he's saying that it's no longer now just about trying to rank for Google. You're trying to rank for Google search. You're trying to rank for the LLMs and manipulate the LLMs or get seeded in the LLMs, and you're trying to get a knowledge graph machine ID.
James Dooley: Yeah.
James: So, that KGM ID, what you're talking about, improving that score, is related to confidence and clarity. Now, if you go on winning an award and you're repeating who you are and what you do, so you keep saying that Fat Rank was founded in 2007. Fat, the founder of Fat Rank is James Dooley, and you're repeating, you're connecting all these entities together within the knowledge graph, then they can go, "Okay, we now know exactly who they are." We spoke about on another video about the AI resume and getting your brand being mentioned in, let's say, Gemini. And there's certain brands in Gemini in the AI overview that get a link through to the website. And there's certain brands that don't. And guess which ones get the link? The ones with the highest entity score, that they know exactly, we know that you mean this Fat Rank agency, because we've got that much confidence that you mean this brand.
James Dooley: Basically, a trusted source.
James: source. Now, we will link to that trusted source, because we've got the confidence and the clarity. And he was amazed when I said confidence and clarity is the new page rank. He was like, "I've never heard that before, but I'm going to be using that in future." And I think it's so important, but that all comes from on off-page topical map. Can you expand a little bit on this cuz we've got our own name for it. So, we call it the AI reputation tree. And it cuz it's mainly we're trying to do the off page about reputation and why we're great. Reviews, testimonials, awards, case studies being the major four dimensions of reputation. Can you expand on what the AI reputation tree is and why almost every individual, if they're a business owner, who wants a knowledge graph or knowledge panel or any business should be looking to have the AI reputation tree being done for their business?
James Dooley: Yeah, so essentially it's something new that we've came up with and it creates it it's like a Queery Find Out model but for the off page side. So, it will go out, it will grab all the synthetic terms around your brand or business. It will then also um check social media, check um
James: [snorts]
James Dooley: Reddit forums, things like this. It'll also go into potential competitors and see what competitors are also have. Um because that way you can see if there's any elements which there could be a crossover. Um it'll list these out as a a roundabout 250 give or take that it'll give. And then this gives you a a very black and white version of what you need to be building around your brand, what AI or people are asking AI about your brand. And then that tells you it almost gives you a bit of a road map. Now, the caveat to this is that road map is almost infinite because the bigger the business gets, the more reputation, the more awards, the more news about the brand, the more social media posts and social media and comments negatively, the more you will have to do um to keep doing this Queery Find Out and keep on ticking the boxes within the LLMs essentially.
James: Yeah.
James Dooley: So, it becomes almost like a I would say a fundamental part of your growth strategy when it comes to LLMs.
James: Yeah. I want to do some quick fire ones with regards to third
James Dooley: god.
James: third party cooperation.
James Dooley: Come on then, shoot.
James: So, someone is watching this wants to do it himself. They want They want to They don't want to use the AI reputation tree. So, they're saying, "Okay, I want to do it myself." And I understand query funnel and I'm going to extrapolate all the synthetic queries for every single keyword related that explains why I'm great. So, it could be the legitimacy part, the scam part, the negative sentiment part, the positive sentiment, the case that is everything else that comes around from it. All the 250 different queries that you said is in the AI reputation tree via search room. If they want to do it himself, I want to hit you with some different solutions and you tell me whether this would be helpful as part of a third party cooperative source. They go and get an article and they go and put it on a guest posting website. Is that a good third party cooperative source?
James Dooley: Not ne- It could be. But, you have to then check to see if it's got a knowledge graph ID. You'll have to check to see if it's getting cited at all in LLMs. Is it actually even getting indexed? Is the website blocking that element of the website that's being posted on? There's There's like a billion other It's all potentially.
James: So, but it's not just about the DR and the do follow link. So, now you're looking more deeper into it than just DR and do follow
James Dooley: You don't even need a link. The reality is cuz if If it's just a branded mention, LLM should pick it up.
James: Right. Okay. What about them doing getting an article? They've just won an award and they want to shout and scream about it and decide to go and use a press release.
James Dooley: That would be a lot more beneficial nowadays. Um primarily because that usually gets indicated out on a billion different websites. It's going to be a positive sentiment around the brand. It's going to attach award to the brand. It's usually going to be full of, you know, brand name, all the other
James: [snorts]
James Dooley: other attributes around the brand, the the when it was founded, or and what the services they offer. So, all of that gets connected to the brand as well. So, 100%
James: When So, you say 100% the press releases help, I completely agree. I think it's a great third-party corroborative source. How important is the writing and the content of that press release to define the entity, to try to make certain that they might have the the nap listing and all the other elements in there repeating who they are, what they do, and why they're freaking brilliant?
James Dooley: I'd say that is the most That would probably be more important than the press release itself. Um because if you don't hit that nail right, it is pointless even trying to hit it with your hand. You need a hammer to hit that nail in, and the content body of that article is the hammer.
James: Yeah, I completely agree. This is not about the links. This is about the micro semantics. This is about the semantic triples of defining the entity, connecting those dots. I've I completely agree. I don't think you could have put it any better. You need the hammer. You can't use your hand to hit a nail in. Um it's key. Um someone wants to go and get They've gone and got the press release, and they've gone and wrote it well, and they've gone and defined the entity. They've got the semantic triples. Should they Um as a third-party corroborative source, be sharing it on socials like on Facebook?
James Dooley: 1,000%. Uh Facebook, Twitter, do with some TikTok short videos, YouTube, um every every way you possibly can share that.
James: Is it important once they're doing the tweet or doing a Facebook for them to grab the URL and load it into an indexer so Google bots crawl in it?
James Dooley: Again, probably more important. Um if you if you just publish on social media for social social media's sake, and that doesn't get indexed in Google, then what are you doing it for? Yeah. It needs to be indexed in a search engine, and one of the best tools that I've used um recently is indexational.com. Um or gigaindexer.com, both of them are very very close when it comes to indexation rates. I would almost say close to 100% success rate at present with these two tools.
James: Yeah, I think it's important as well to make certain that if you are putting it to an indexing tool, the again it comes back down to the content is good. If it's just gobbledygook, if it's just like just a mess, Google's still not even no matter how good the indexing tool is. If the the information that's on there is not providing any value, it's not going to index. They're not going to waste their crawl budget and the storage of rubbish tweets and stuff like that. But so on the So you're saying on social media it's a great third-party crawl assistive source. What about on places like forums like Reddit or Quora as an off-page topical map to shout and scream about a new testimonial or a new review of what you have in trying to get that on Reddit and also on Quora?
James Dooley: Again, super important sources. Obviously most most SEOs, obviously I'm saying obviously, but most SEOs know that in the last couple of Google updates, you know, Reddit and Google have done a deal where they're sharing sharing the
James: [snorts]
James Dooley: data with each other and everyone's seen Reddit skyrocket when it comes to visibility in the SERP. As in like it's not just under forums and discussions, they will actually be ranking in the search engine for the threads. Um so it's super important to get cited on these and again having a positive sentiment around the brand because you know, the LLMs are just crawling Reddit almost daily. Like to the point that we've seen almost instant like you can post on Reddit and an LLM's picked it up within seconds as soon as it's indexed.
James: Yeah.
James Dooley: Um and then I want to touch on um query funnels and I want to touch on how at times I want people to understand that with regards to places like Gemini and other LLMs, they might be doing a search and at times they don't open up all the URLs and read the whole content. They're just grabbing the information from the branded serp or the serp that's showing up of the titles and the descriptions, and not actually opening up the pages. And if they've got enough consensus to say we now can base an answer on this, they just use the information that's in the actual search engine results page. So, how important, if someone is looking to do third-party cooperative sources, is trying to make certain that the entity and the brand and connecting it to a five-star review in the title or that they've won a specific award? How important is the title tag to make certain it's defining what the article is about, not just for rankings, but for Google in case they're not going to open up the page?
James: Like, again, it's one of them fundamentals. So, you kind of you've hit the last sort of five fundamentals, to be fair. It's one of the fundamental points. Your title tag and your meta description, it's one of the or two of the the first things a search engine should read, as long as your website's coded properly. Um you know, it's very important that you're hitting the nail on the head when connecting semantic triples and the various different attributes that you want it to rank for. Additionally though, you should also be looking at schema. Schema has become so important, and it's often, you know, it it'll only crawl a certain amount um of the page on first glance. Um So, it's very important that, you know, you're not bloating the page, but the schema is at the top of the page, and you can do same as schema. So, you can connect. So, if it's an award, for an example, you've got an award on your website, obviously there's been a press release sent out there. You can use the same as tag and list all of the different good sites that it's been listed on. And then then Google starts to understand that, "Oh, this website obviously won this award." And oh, all of these are quote collaborating now. Cooperating. Cooperating.
James Dooley: Corroborating.
James: I can barely say the bloody word, [laughter] man. Cooperating on that you are a award-winning brand.
James Dooley: Yeah, so the reason why I wanted to do some of them quick-fire questions because we both saying that off-page topical map is very important. We both saying the third-party corroborative sources is more important than first-party on your own website. But what I wanted to do is I wanted to ask you similar questions because there is different nuances to everything of what we do. So people can just go and order a Magic PR press release. And it's a great press release service, and I think it's something like $700 or something like that in isolation. They can go and get guest posts, and they might be able to go directly to a guest post provider or use a marketplace and go and get a guest post for $130, something like that, directly. But if you don't know how to write the micro semantics, if you don't know how to make certain you're making use of the titles, like if you don't understand to be defining the entity and what type of articles to be writing about to cover all the 250 different key phrases, it's kind of pointless because it comes back down to you having a landing page, and one of the H2s you don't control, and that bit could be the the element that you've missed, which is the element that makes you not get that sale. And now that AI the AI resume is becoming your 24/7 sales engine, just like your sales team that's working for you, I want to control the whole message. I don't want halfway through for my sales guy to start fluffing his words, which then loses me that sale. I want AI to be perfect.
James: there's like an analogy that I Yeah, you use it. I again I butcher analogies, and I've heard you say it a million times, but it's essentially like I'm not going going get a roofer to come and sort me boiler.
James Dooley: Yeah.
James: He's a roofer.
James Dooley: Yeah, yeah.
James: So, why would I waste uh as a business owner, why would I be wasting my time trying trying to figure all of this out when you could just pay uh someone to do it who's in the in the field getting all that experience, work with multiple you know, thousands of websites, got their own websites that we're doing all of with. And you gain all that knowledge and the expertise rather than trying to test it yourself and potentially miss now fundamentals. In that sense, wasting money because you're missing out the whole point.
James Dooley: Wait, wasting time is the worst thing you can do. It's It's the wasting the time. And not only that, is what I've actually found quite scary is how much the team are having to keep innovating with the AI reputation tree. The sources are changing quite a lot. So, what chat chat GPT might be using as a source is very different to what Gemini's using as a source. And we've just started to realize that Claude is using Brave Search. So, then we then started seeing the sources are completely different to Gemini and chat GPT and what they're using. So, now it's like, "Oh, okay. Like, how do we now start making certain that these articles over here work great in Brave Search." Okay, we now might need to be starting using some of these for Claude optimization. But, this is on a day-to-day basis that we're testing this. So, someone comes along going, "Oh, we might be able to find out the query, find out the cosine similarity and micro semantics and how to do an off-page semantic content network." It's like, that's brilliant. We still need to find the sources.
James: Exactly.
James Dooley: And you still need to be doing it on a day-to-day basis of understanding and you put all this together. So, if someone does want to reach out and they do want an off-page topical map, they do want this third-party corroborative source, they do want to improve the AI resume and the LLM visibility, how can someone reach out for this off-page topical map that we call an AI reputation tree.
James: Yeah, so just go head over to searchur.com. We've doing a soft launch on it right now. There'll be an email sign up and a member of the team will come back to you. There'll be a couple of questions that you'll need to answer and then we'll see if it's good for
James Dooley: I think the most important part of this with regards to heading over to searchur.com is we need as much information as possible. We need to define the entity. The more information you give, the more information we can include in all the guest posts. The more information we can include on social media. The more information we can include on press releases. The awards, any awards that you have, any reviews and testimonials that you have, any case studies of amazing jobs of what you've already done, we can shout and scream and amplify that everywhere online that makes the AI resume say that you are the choice moving forward.
James: One caveat to that though, if you haven't done that, we can also then make it look like you've done that as well.
James Dooley: Yeah, yeah, yeah, yeah. Yeah, there's ways and means of making sure but also also if they are genuine and decent brand, they should have reviews, testimonials. They should be able to reach out to existing clients. They should have had some amazing jobs that can be being done. So, fill all the form in. The bigger and more in-depth you fill the form in, the more in-depth then we can expand that across the web which then third-party corroborative sources is what's feeding the LLMs. Carl, it's been an absolute pleasure.
James: Cheers, Jim.