ChatGPT Local Search Reviews Spark Controversy

OpenAI just shook up the search world—big time. ChatGPT Search is now available to everyone, directly competing with Google in a way we’ve never seen before. 

But is this AI-driven search experience truly reliable? SEO expert Lily Ray has raised some serious concerns about its accuracy, especially its handling of local business reviews.

OpenAI Goes All-In: ChatGPT Search for the Masses

For months, OpenAI limited ChatGPT’s search capabilities to premium users. But that’s changed—now, anyone can use it, even without logging in. 

With this expansion, ChatGPT is stepping into Google’s territory. Some of its biggest new features include:

• Local Search with Maps: ChatGPT now returns business listings with maps, just like Google Maps.
• Brand Cards for Navigational Queries: Searching for a major brand? ChatGPT now displays special cards linking directly to its site.
• Real-Time Information with Live Mode: ChatGPT can now fetch the latest news and events, making AI search feel more like talking to a personal assistant.
• Potential for Paid Placements: With prominent brands getting special treatment, it’s easy to see how OpenAI might introduce ads in the future.

It’s an exciting step forward for AI-powered search—but it’s not without its flaws.

Lily Ray Sounds the Alarm

Lily Ray, a leader in the SEO industry, recently tested ChatGPT’s local search features, and what she discovered was concerning. 

The AI displayed significantly lower star ratings for businesses compared to Google, Yelp, and TripAdvisor. Even more troubling? The review counts appeared completely fabricated. 

Ray sought to investigate further. When she requested that ChatGPT demonstrate how it calculated these averages, it presented a much more accurate table—but then it glitched and failed to update the numbers on the map. Instead, it generated a bizarre scatter chart with latitude and longitude points. 

Her conclusion? ChatGPT’s review system isn’t just inaccurate—it’s “hallucinating” numbers.

Here are the images shared by Ray:

ChatGPT’s Local Search Controversy – Lily Ray

Why This Matters: Trust, Businesses & Search Power Struggles

Google’s local search is the backbone of many small businesses. If ChatGPT starts misleading users with inaccurate or fake or hallucinated reviews, it could hurt businesses and mislead customers. Some critical issues include:

• Reputation at Risk: A falsely low rating on ChatGPT could drive customers away.
• No Way to Verify Data: Unlike Google, which allows businesses to manage their profiles, ChatGPT’s data sources remain unclear.
• A Door for Paid Placements? If OpenAI introduces ads, will businesses be forced to pay to correct misinformation?
• Consumer Trust on the Line: If people start noticing inaccuracies, they may abandon ChatGPT Search altogether.

Accuracy isn’t just an option—it’s the foundation of any search engine. If OpenAI wants to be a serious Google competitor, it needs to fix this fast.

The AI Search War Is Heating Up

Google isn’t standing still. It has already launched Gemini Live, its own AI-powered search enhancement. 

With Google’s deep infrastructure and years of refining its algorithms, OpenAI faces an uphill battle. 

But search history has shown that disruption is possible—Google itself dethroned Yahoo by innovating faster. Could ChatGPT do the same?

Right now, it’s a race. OpenAI is pushing the boundaries of AI-driven search, while Google is rapidly integrating AI into its existing ecosystem.

What Happens Next?

For OpenAI to win over users, it must tackle its credibility problem. Local businesses, advertisers, and everyday users will be watching closely. Meanwhile, Google will fight hard to keep its dominance.

If you rely on search—whether for business or daily life—stay informed. The future of how we find information is being rewritten in real time.

Key Takeaways

• ChatGPT Search is now open to all users, competing directly with Google.
• Lily Ray uncovered major issues with ChatGPT’s review system, suggesting it generates fake or hallucinated ratings.
• ChatGPT’s search evolution raises trust concerns, especially for local businesses.
• Google is countering with its own AI-powered search updates, intensifying competition.
• Accuracy will decide the winner—trust is everything in search.

Dileep Thekkethil

Author

Dileep Thekkethil is the Director of Marketing at Stan Ventures, where he applies over 15 years of SEO and digital marketing expertise to drive growth and authority. A former journalist with six years of experience, he combines strategic storytelling with technical know-how to help brands navigate the shift toward AI-driven search and generative engines. Dileep is a strong advocate for Google’s EEAT standards, regularly sharing real-world use cases and scenarios to demystify complex marketing trends. He is an avid gardener of tropical fruits, a motor enthusiast, and a dedicated caretaker of his pair of cockatiels.