See how manipulated an AI recommendation is.
Antigeo helps consumers understand whether a product recommendation in a chatbot answer is organic, influenced, or likely engineered through GEO.
This recommendation shows strong signals of GEO optimization. Brand mentions appear coordinated and unnaturally prominent.
AI answers are becoming a new recommendation layer.
Chatbots don't just answer. They recommend.
Every time you ask an AI for advice, it's making choices about what to show you. These aren't neutral answers—they're curated recommendations that shape your decisions.
Recommendations can be shaped.
Through techniques like Generative Engine Optimization (GEO), brands can influence how AI systems talk about their products—often without you knowing.
Users deserve transparency.
Just like we learned to identify ads in search results, we need tools to understand when AI recommendations might be influenced by outside forces.
Three steps to transparency
Paste an AI answer
Copy any product recommendation from ChatGPT, Claude, Gemini, or another AI assistant and paste it into Antigeo.
Analyze recommendation signals
Our system examines the response for patterns of GEO influence, brand concentration, promotional language, and other manipulation signals.
Get a clear verdict
Receive an easy-to-understand breakdown showing how likely the recommendation is to be organic versus engineered.
Everything you need to evaluate AI recommendations
Recommendation Score
A single, clear metric showing the likelihood that a recommendation has been influenced by GEO techniques.
Signal Breakdown
See exactly which factors contributed to the score—promotional language, brand emphasis, comparison patterns, and more.
Brand Concentration Check
Identify when certain brands are mentioned disproportionately often, a key sign of potential manipulation.
Plain-language Verdict
No jargon. Get a straightforward explanation of what the analysis means and how to interpret the recommendation.
A transparency layer for the AI era
Generative Engine Optimization (GEO) is the next frontier of digital marketing. Brands are learning to shape how AI systems talk about their products, creating a new form of invisible influence that most consumers don't even know exists.
Antigeo exists to make this influence visible. We believe that just as consumers learned to recognize sponsored content and paid placements, they deserve tools to understand when AI recommendations might not be as neutral as they appear.
This isn’t about blocking AI recommendations—it’s about understanding them.
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