Feefo and AI-driven Search: Your Questions Answered

The shift from search engines to AI assistants, like ChatGPT and Gemini, is fundamentally changing how consumers discover and choose products and services.

For businesses, the question is no longer just about keywords, but about data provenance and trust signals. AI models generate recommendations based on these signals, including customer data.

That raises some important questions for businesses: can AI agents read your reviews? Does it matter where those reviews come from? And what can you do to improve your visibility in AI-driven search?

Here are the most common questions we hear from businesses about showing up in AI Search results:

Is there a guaranteed way to appear in AI search results?

There isn’t a guaranteed way to appear in AI Search results, and anyone who claims otherwise isn’t being straight with you. AI search tools drawn on many signals at once to make their recommendations, and no platform can guarantee a place in those results.

However, you can significantly increase the likelihood of being featured in those AI search results. Feefo strengthens the trust signals that AI systems look for when deciding which brands to include. Verification, consistency, provenance and domain authority all increase a model’s confidence in your review information. The more confident a model is in your data, the better your chances of appearing in relevant answers.

Do AI agents treat open review platforms the same as verified ones?

AI systems are designed to favour content with a clear origin, reliable verification and consistent presentation. These are all points where open platforms often fall short.

Because anyone can post a review on an open platform without purchase verification, AI models have less basis for confidence. Feefo’s closed-loop verified model ensures every review is anchored to a real transaction. This provides the “paper trail” that AI systems require when deciding which information to trust.

Do AI agents look at Feefo review widgets displayed on websites?

The short answer is yes. Google can render JavaScript and index the schema generated by Feefo’s onsite widgets, making that review content accessible to AI systems.

AI models don’t all gather information in the same way, which is why Feefo doesn’t rely on a single method for making customer reviews discoverable.

Feefo also surfaces review content through independent merchant profile pages hosted on Feefo.com.

This multi-pronged approach means your review information stays discoverable regardless of how a particular AI system gathers its data. It also keeps our customers future-proofed as those methods continue to evolve.

How does Feefo help businesses show up in AI-driven search?

When someone asks an AI tool, such as ChatGPT, for a product recommendation, the models generating that answer are looking for review information they can trust. Feefo makes our customers’ reviews easier for AI systems to find, interpret and use.

That means providing structured, machine-readable review data using JSON-LD schema, clear alignment between your product pages and your Feefo profile, verified review provenance, and high-authority merchant pages hosted on Feefo.com. Feefo also applies Generative Engine Optimisation (GEO) principles to ensure review content is optimised for the way AI systems – not just traditional search engines – gather and use information.

Together, these signals increase the likelihood that your reviews are included when AI assistants generate relevant recommendations.

Do AI agents look at Feefo reviews?

AI systems don’t browse the web the way people do. Instead of scrolling through pages, they rely on signals they can easily interpret – structured data, trusted domains, and indexed content.

Feefo reviews are available in machine-readable formats across multiple surfaces: the onsite widgets that appear on merchant websites, and the independent merchant profile pages hosted on Feefo.com. These hosted pages act as a stable, high-authority source of review information that AI assistants can find and use.

We’ve confirmed that platforms including ChatGPT and Gemini can retrieve and summarise Feefo review content – which means your reviews are visible not just in traditional search, but during AI-driven discovery and answer generation too.

Why does structured data matter for AI search?

Structured data removes ambiguity. Rather than leaving an AI system to infer meaning from raw text, it provides explicit, easy-to-interpret signals – things like star ratings, review counts, dates, and verified provenance.

The clearer those signals, the more confidently an AI system can interpret and reference your review data. Feefo also surfaces increasingly granular attribute-level insights, giving models even more to work with when generating recommendations.

In short: structured data doesn’t just help AI find your reviews – it helps AI understand them.

How does Feefo support AI visibility beyond on-site widgets?

Onsite widgets are just one part of the picture. Feefo provides multiple surfaces that AI systems can use to find, verify and understand your review information.

That includes fully optimised merchant profile pages hosted on Feefo.com, structured review markup across domains, and entity alignment with your product pages – all designed to make your reviews as discoverable as possible. Schema depth and clarity are continuously improved as AI ingestion methods evolve.

The result is a more resilient setup: rather than depending on a single discovery pathway, your review information is available through several, so it remains accessible regardless of how a particular AI system gathers its data.

How is Feefo keeping up with AI search developments?

As AI search continues to evolve, Feefo monitors how new models gather and interpret information and adapts accordingly.

Current investment includes improvements to schema coverage, attribute-level insights, review summaries, topic grouping and overall crawlability – all aimed at keeping your review content well-positioned as AI systems become a more significant part of how people discover and evaluate products and services.

It’s an ongoing process rather than a one-time fix, and it’s built into how Feefo develops its platform.

AI search will keep changing – new models, new methods, new ways of gathering and interpreting information. But the signals that drive visibility aren't arbitrary. They reflect something more fundamental: whether your review data is trustworthy, verifiable and clear enough for an AI system to use with confidence.

Feefo is built around exactly those qualities, which is why the approach is durable rather than dependent on any single platform or trend. Whatever comes next in AI search, a verified, well-structured review presence is the right foundation to have.

For a more comprehensive answer, read our full piece on How Feefo Reviews improve visibility in AI Search.

And to discuss this further with our review experts contact us to chat, or to see other features and costs investigate our pricing.