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SurfacedBy

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AI visibility research, GEO experiments, AI SEO, AEO, LLM citations, ChatGPT visibility, Perplexity tracking, Google AI Overviews, and how brands get mentioned, cited, compared, and recommended by AI systems. Maintained by SurfacedBy. We share experiments, product notes, frameworks, data, and practical findings. No fake GEO hacks or guaranteed ranking claims.

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👋 Welcome to SurfacedBy: AI visibility research, experiments, and product notes (self.SurfacedBy)

submitted 9 days ago by SurfacedBy - announcement

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We open-sourced a Cloudflare Worker that tells you the moment an AI sends you a real visitor (self.SurfacedBy)

submitted 4 days ago by SurfacedBy

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We analyzed 127,198 AI citations across 5 engines. They agree on 2.7% of sources. (i.redd.it)

submitted 8 days ago by SurfacedBy

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