Most multi-location brands have a Google review strategy and not much else. Yelp gets checked occasionally, argued about internally, and otherwise left alone, partly because Yelp will not let you ask customers for reviews the way Google does.
That gap just got more expensive. OpenAI and Yelp now have a partnership that puts Yelp's review data in front of ChatGPT users, so a platform many brands treat as optional is now feeding one of the most widely used AI assistants on the planet.
Quick answer: OpenAI's ChatGPT now draws on Yelp's review data, so a business's Yelp presence, including reviews Yelp filters into its "not recommended" section, can shape how an AI assistant describes that business. Multi-location brands should audit Yelp with the same seriousness as Google, respond to every review there, and build Yelp reviews organically rather than skipping the platform.
Watch Consumer IQ Episode 3: How AI Decides Which Businesses to Recommend
This post expands on a conversation from Consumer IQ, the Consumer Fusion podcast hosted by co-founder and CEO Brynn Gibbs and Chief Growth Officer Mark Spencer.
What is the OpenAI-Yelp partnership?
It's a data partnership that puts Yelp's reviews inside ChatGPT's answers. Instead of a customer leaving ChatGPT to check Yelp separately, the assistant can pull from Yelp's review data directly when it recommends a business. That means Yelp is no longer just a site your customers might visit. It is a source AI assistants read from directly.
For a multi-location brand, that turns Yelp from a secondary listing into a second data feed for the exact same AI-visibility question you are already asking about Google: does this platform describe us accurately, and does it describe us well?
Why can't Yelp stay an afterthought anymore?
Because the platform you were treating as optional is now a direct input into AI-generated recommendations. Most brands put their review energy into Google, where asking a happy customer for a review is standard practice and expected. Yelp works differently. Yelp's terms prohibit directly soliciting reviews, so any Yelp presence has to build organically, through visibility and genuine customer habit rather than a request at checkout.
That organic-only rule is exactly why so many brands under-invest in Yelp. It is harder to grow on purpose. But the OpenAI partnership means the platform's review volume and content now carry weight beyond Yelp's own site, so the harder-to-grow platform is also becoming a higher-stakes one.
How does Yelp's review filter affect what AI sees?
Yelp automatically filters some reviews out of a business's visible, recommended set, and those filtered reviews carry less weight everywhere. Yelp calls this its "not recommended" section. Brynn and Mark refer to it more bluntly on the podcast as the graveyard: reviews that Yelp's system flags, for reasons ranging from suspected fraud to a reviewer's low activity on the platform, get set aside from the average a customer sees at a glance.
Google has no equivalent filter of this kind, which is part of why Brynn and Mark call Google "king" for review volume. Yelp is a different system with its own rules, and those rules now matter beyond Yelp's own site.
One prediction worth flagging as a prediction, not a confirmed fact: Brynn and Mark suggested on the podcast that Yelp may loosen its non-recommended filtering over time, since the OpenAI partnership gives Yelp a reason to want more visible review volume to feed ChatGPT's answers. That is speculation from the hosts about Yelp's future behavior, not something Yelp has stated publicly, so treat it as a trend to watch rather than a plan to build around.
What should you actually do about it?
Audit Yelp the way you already audit Google
Pull your rating, review count, and recent review activity on Yelp for every location, the same way you would for Google. If you have not looked at your Yelp presence in months, that is the first gap to close.
Build Yelp reviews organically, not through direct asks
Since Yelp does not allow direct solicitation, that growth has to happen on your own, through visibility and genuine customer habit, not a request script. Consumer Fusion doesn't work directly with Yelp, so this is one platform where the effort stays in your hands. Where we do help is everywhere solicitation is allowed: Review generation built the right way across the rest of your digital footprint, so Yelp isn't the only thing carrying your review strategy.
Respond to every review, everywhere you can
A response adds your voice and your account of what happened to the public record. Automated review responses keeps that habit consistent across every location on the platforms Consumer Fusion manages for you. Yelp sits outside that, since we don't work directly with Yelp, so responding there is on your team, but it's worth doing for the same reason it matters everywhere else.
Know that Yelp's filter is Yelp's system, not something we can fix for you
Yelp's own non-recommended filter runs entirely on Yelp's side, and Consumer Fusion doesn't have a way to work with Yelp directly to remove or adjust what lands there. Where negative review removal does help is on platforms like Google, where illegitimate or outdated negative reviews can be addressed directly. Treat Yelp's filter as one more reason to build strength on the platforms you can influence, rather than something to chase on Yelp itself.
Extend the same discipline to your industry's other review sites
Yelp is not the only platform in the mix. TripAdvisor for hospitality, Angi, HomeAdvisor, and Thumbtack for home services, and BBB across nearly every category all matter too, and unlike Yelp, these are platforms where directory management can keep your information and presence consistent across all of them, not just the one or two you check regularly.
Feed the proactive half, not just the reactive one
Reviews are the reactive half of your reputation: managing and responding to what customers already said. The proactive half is what you publish yourself, and Brynn and Mark specifically call out video testimonials pushed to your social channels, including YouTube, as a strong trust signal alongside your review activity. A steady posting habit on your Google Business Profile page belongs here too.
Test what AI actually says about you today
Prompt ChatGPT or Gemini the way a customer would, not with your brand name but with the kind of specific, multi-detail question people actually type now. Worth remembering while you look: a business is roughly six and a half times more likely to be cited by a third-party site than by its own website, so what independent sites and reviewers say about you carries more weight in that answer than your own marketing copy does. AI review listening is how you keep checking this on an ongoing basis instead of once.
Frequently asked questions
What is the OpenAI-Yelp partnership?
It is a data partnership that lets ChatGPT draw on Yelp's review data when answering questions about local businesses, meaning a business's Yelp presence now feeds an AI assistant directly rather than staying limited to Yelp's own site.
Can you ask customers to leave a Yelp review?
No. Yelp's terms prohibit directly soliciting reviews, which is different from Google, where asking a happy customer is standard practice. Yelp growth has to come from visibility and organic customer habit instead.
What is Yelp's "not recommended" section?
It is a filter Yelp applies automatically that sets certain reviews aside from the average a customer sees at a glance, based on signals like suspected fraud or low reviewer activity. Google has no equivalent filter.
Will Yelp loosen its review filtering because of the OpenAI partnership?
That is a prediction from Consumer IQ hosts Brynn Gibbs and Mark Spencer, not a confirmed policy change from Yelp. It is worth watching, not something to plan around yet.
Does responding to reviews affect AI visibility?
Yes. A response adds the business's own account to the public record, which is part of what AI assistants read when forming a recommendation, on Yelp and on every other review platform.
Why do third-party sites matter more than a business's own website for AI answers?
A business is roughly six and a half times more likely to be cited by a third-party site than by its own website, so independent reviews and directory listings carry more weight in an AI-generated answer than a business's own marketing content.
How do I know if my business shows up in AI search?
Prompt ChatGPT or Gemini the way an actual customer would, using a specific, detailed question rather than your brand name, and see whether your business appears and how it is described.
Reputation now has a reactive half and a proactive half, and the OpenAI-Yelp partnership just raised the stakes on a platform many brands were already neglecting, even though Yelp itself has to stay in your own hands. The reactive half means monitoring and responding to reviews everywhere Consumer Fusion can reach them. The proactive half means the social content, video testimonials, and consistent posting that give AI assistants more to work with beyond a star rating. Consumer Fusion covers both, across 47+ platforms with 70+ specialists, as an IFA Preferred Vendor that is Inc. 5000 recognized and SOC 2 certified.
Book a strategy call and we will show you what AI is already saying about your business today.