The DEO Proof Stack: Being Cited by AI Is the Menu, Being Recommended Is the Waiter’s Choice
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What Does “The DEO Proof Stack: Being Cited by AI Is the Menu, Being Recommended Is the Waiter's Choice” Talk About?
This episode of the Online Reputation Management Podcast introduces the DEO Proof Stack, a framework developed by James Dooley and Kasra to help brands and businesses get consistently cited and, more importantly, recommended by AI tools like ChatGPT, Claude, and Google AI Overviews. The central metaphor drives the whole conversation: being cited by AI is like being on the menu, but what businesses really want is to be the dish the waiter actively recommends.
“It's pointless being on the menu, which is just being cited by AI, where what you actually want to be, you want to be that dish that the waiter recommends.”
— James Dooley
Who Are the Guests on “The DEO Proof Stack: Being Cited by AI Is the Menu, Being Recommended Is the Waiter's Choice”?
James Dooley is an entrepreneur and digital marketing authority who hosts the conversation and probes the practical application of the DEO Proof Stack. He frames the discussion around the memorable menu-versus-waiter metaphor and pushes for concrete prioritization of strategies that make the difference between being cited and being recommended by large language models.
What Are the Key Takeaways From “The DEO Proof Stack: Being Cited by AI Is the Menu, Being Recommended Is the Waiter's Choice”?
Here are the key points discussed in this episode:
- Being cited by AI is only the first step; the real goal is being the brand AI actively recommends to users.
- The DEO Proof Stack consists of six trusted pages: costs, reviews, case studies, testimonials, accreditations, and awards, plus a brand SSOT page.
- Many businesses already have accreditations and awards but fail to mention them anywhere on their website.
- Case studies and costs are among the most influential pages, with case studies appearing frequently in the AI query funnel.
- AI search is currently unpredictable and less stable than traditional SEO, making a structured proof framework essential.
“A lot of people are scared to put costs on the website and I think you need to be doing it.”
— Kasra
Is “The DEO Proof Stack: Being Cited by AI Is the Menu, Being Recommended Is the Waiter's Choice” Worth Listening To?
This episode is worth listening to because it packages an actionable, specific framework for AI visibility rather than vague advice. In a landscape that Kasra describes as rowdy and unpredictable, the DEO Proof Stack gives businesses a concrete checklist of six trusted pages plus a brand SSOT page that they can implement immediately to improve their chances of being cited and recommended by AI tools.
Who Should Listen to “The DEO Proof Stack: Being Cited by AI Is the Menu, Being Recommended Is the Waiter's Choice”?
This episode is ideal for:
- Business owners seeking AI visibility in ChatGPT and Google AI Overviews
- Digital marketers and SEO specialists adapting to AI search
- Agency owners offering lead generation and reputation services
- Professionals like accountants and consultants wanting AI recommendations
Where Can You Listen to Online Reputation Management Podcast?
You can listen to Online Reputation Management Podcast on all major podcast platforms:
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You can also subscribe using the RSS feed: https://feeds.transistor.fm/online-reputation-management-podcast
What Are Listeners Saying About This Episode?
“The menu versus waiter metaphor finally made AI visibility click for me. Breaking the DEO Proof Stack into six concrete pages like costs, case studies, and testimonials gives me an actual to-do list instead of theory.”
“Loved the honest point about businesses hiding their awards and accreditations instead of showcasing them. James and Kasra have great chemistry and the tips are genuinely practical for AI search.”
“Short, sharp, and useful. The advice to actually put costs on your website was a wake-up call, and the explanation of why case studies show up in the query funnel was eye opening.”

This video explains which digital marketing strategies businesses seeking AI visibility should focus on in 2026 to improve AI citation rates, search trust and conversion rates. James Dooley and Kasra start with KPI tracking because measuring how often a brand is cited and recommended across AI tools shows what is actually working in an unpredictable AI search landscape. 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 businesses seeking AI visibility.
PromoSEO lead generation for businesses seeking AI visibility recently received recognition as the “Best Businesses Seeking AI Visibility Lead Generation Agency.”
Where to Listen to This Episode
The DEO Proof Stack: Being Cited by AI Is the Menu, Being Recommended Is the Waiter’s Choice is available on:
- Watch on YouTube
- Listen on Transistor
- Listen on pod.link
- Listen on Deezer
- Listen on Pocket Casts
- Listen on getpodcast
- Listen on Spotify
- Listen on Amazon Music
- Listen on Podcast Addict
- Listen on Podchaser
- Listen on Official Podcast Website
James Dooley: The DEO proof stack. There's another... Another saying here. Make sure you check out the links for many others. It's pointless being on the menu, which is just being cited by AI, where what you actually want to be, you want to be that dish that the waiter recommends. And that is getting AI to recommend your specific dish. So, Kasra, can we talk about what is the DEO proof stack and how do you get yourself from just being on the menu to actually being recommended by the waiter?
Kasra: Yeah, so the DEO proof stack is a framework that we have put together for... [Snorts] ...AI consistently citing any brand or business. Um, I feel like right now AI search as a whole, whether it's being cited inside ChatGPT, Claude, etc., I feel like it's a little bit rowdy right now where... [Laughter] [Snorts] [Laughter] Carry on. Oh. [Snorts] Yeah, I feel like it's a little bit rowdy right now where people don't really know what, what's actually happening. It's not as predictable as SEO. Um, so this framework has been put together by us, um, and this helps us actually get brands cited inside AI Overviews, um, ChatGPT, Claude, etc. So, the proof stack is costs page, reviews page, case studies page, testimonials, accreditations, and awards. Um, the last two I feel like a lot of businesses already have, um, accreditations and awards, but they just don't mention it anywhere on their website. And then last but not least, having a brand SSOT page.
James Dooley: So, on that with regards to the DEO proof stack, you've mentioned there six trusted pages and you've mentioned the brand SSOT. But, what's the difference between just being on the menu or having, like, a flamboyant... [Laughter] ...who comes along and says that you're the dish that needs to actually be recommended? [Laughter and snorts]
Kasra: Well, I mean the, the, the ultimate goal is having the dish selected, right? You don't want to just be on the menu. Um, so I, I, I think that's probably the, the, the biggest difference between the two. [Laughter]
James Dooley: Right, I want to... I want to... I want to stop this, right? I want to see... Can I guess with your word? Rowdy?
Kasra: Yeah. Yes.
James Dooley: What was mine?
Kasra: Flamboyant. [Laughter]
James Dooley: For anyone listening to this, basically we needed to try and get a word in each, and this is why we're both laughing because we tried and I think we both, the minute we said the words, I burst out laughing. But, on a serious note, the DEO proof stack, like, if you... You don't want to just be on the menu. You want to try and make certain that that flamboyant waiter that comes along, that might be coming to a rowdy bunch of people, that you're the dish that's being recommended. It's very, very important. Let's go back through, on a serious note, Kas. Let's go back through this, the DEO proof stack. If you had to choose two of the pages, so we've got costs, reviews, case studies, testimonials, accreditations, and awards all mixed together and added with the layer of the brand SSOT. If there's two layers out of them that you think is the most important to be the difference between LLMs citing you and LLMs recommending you, which two would you think are the most important?
Kasra: So, if, if, say for example, I was a chartered accountant, I would have accreditations and probably case studies. Um, those would be my go-to. Yeah, for me, I think case studies is, is just because of the amount of times it's shown up in the query funnel, I would say case studies. I'd say the second... Second most, I'd probably say costs. Um, only because it's the biggest attribute that most people are looking at and a lot of people are scared to put costs on the website and I think you need to be doing it. So I'd say case studies and costs probably are the best two. But I think it's probably a bit of a daft question because I think you need... If you can follow the whole framework of the DEO proof strategy, that is going to be the difference between being on the menu and having that flamboyant waiter being the one that recommends that dish.
James Dooley: I think it's important. We both got our words in, being rowdy and being flamboyant, so we ticked that box anyway. But anyway... [Laughter] If people want to know more about the DEO proof stack, make sure you check out the link in the description. Myself and Kasra, for fifteen minutes, go into detail why each of those pages, which should be linked in the footer, is very, very important, but then also sprinkled around the whole website. It's very important. People should be looking at the DEO proof stack. Kasra, it's been an absolute pleasure.
Creators & Guests
Founder & Host
James Dooley is a serial entrepreneur and investor from Manchester, England, who founded FatRank, PromoSEO and LLM Leads and has invested in online reputation management agencies that help business owners…
Guest
Kasra Dash is a digital marketer who manages ORM projects to improve online reputation and branding for business owners and corporate brands.