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Bodhium GEO

Bodhium Labs builds AI visibility software

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Bodhium Labs is an AI visibility platform and generative engine optimization software built around one idea: know before you execute. Its Analyzer tracks brand visibility across AI search engines using a dataset of 14 billion user questions. Its Simulator tests draft content and models AI responses with confidence levels, while its Optimizer helps teams refine content for stronger AI visibility before publishing.

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PH · launched Oct 28, 2026 · 1 upvote (top 67%)

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Could you build this?

Partial The dashboard and the querying of AI engines to track brand mentions are vibe-codeable. The stated differentiator, a dataset of 14 billion user queries, is proprietary and cannot be reproduced by a solo builder.

What it would actually take: The UI, scheduled prompt runs against ChatGPT, Perplexity, Gemini and similar engines, and citation parsing can be built with standard web and API tooling. A competitive version needs a large, representative corpus of real user queries, which must come from panels, clickstream partnerships, or significant scraping and licensing. Reaching comparable coverage also requires sustained data-collection infrastructure.

Competitors

Other products that read as similar to this one : 102 launches clear the similarity bar, closest 8 shown.

Attention rank: #42 of 103 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 273 days after the earliest competitor.

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