How AI Uses Reviews to Rank Your Brand

About This Episode

AI engines stopped just counting your star rating, so what happens now that they read every single comment?

In this episode of SEO On-Air, host Koa Kauwe sits down with Ramsey Sweis (Aqaba Digital), Nathan Chapman (Firmidable), and George Little (BrandZap) to discuss how reviews, brand mentions, and third party signals now decide whether an LLM recommends you at all.

The panel explores why AI engines read the substance of reviews rather than the score, with Ramsey calling a negative review and how it was resolved the single strongest brand signal an LLM can find. They cover how models pull from Google, Yelp, Facebook, Reddit, and Quora at once, and why claiming authority on your own website stopped being enough once trust became a community consensus.

They also discuss the eras of SEO from keyword stuffing to the link building arms race, why topic silos are replacing keyword data, how Google’s volume still dwarfs ChatGPT’s, the problem with AI website builders like Lovable and Wix, why nobody takes reviews at face value anymore, and what part of an agency can never be automated.

In this episode, you’ll learn:

Why AI reads review comments, not just star ratings
Why an unresolved negative review is the strongest brand signal
How LLMs assemble your reputation across Google, Yelp, Facebook and Reddit
Why your About Us page is low hanging fruit for AI visibility
Why claiming authority on your own site no longer counts
How topic clusters replaced keyword targeting
Why Google search volume still dwarfs ChatGPT
The hidden cost of building your site on an AI website builder
Why doing what everyone else does is a losing strategy in AI search
Which parts of agency work AI cannot replace

Whether you’re an agency owner, SEO professional, marketer, or business leader, this episode provides actionable insights into managing reviews as a ranking signal, structuring content for AI visibility, and building the kind of trust LLMs can verify.

Because the brands that win in AI search won’t be the ones with the highest star rating.

They’ll be the ones whose reviews say something worth quoting.

⏱️ Chapters

00:00 Introduction to SEO On-Air & the Eras of SEO

01:47 Meet Ramsey Sweis, George Little & Nathan Chapman

05:43 The Dawn of AI: We Invented Fire, Not the Flamethrower

08:18 Why Keyword Data Matters Less Than Topic Silos

17:14 Google vs ChatGPT & Why Search Volume Still Favors Google

18:13 How AI Reads Every Review Comment, Not Just the Score

21:33 Why a Negative Review Is the Number One Brand Signal

24:29 Why Your About Us Page Is Low Hanging Fruit for LLMs

37:45 The Problem With AI Website Builders

42:16 What Part of an Agency AI Can Never Automate