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Ansvisor: Open-Source AEO Platform to Scale Brand Visibility Across AI Answer Engines

Ansvisor is an open-source platform that helps brands track and grow visibility across AI answer engines like ChatGPT, Claude, and Perplexity. It monitors mentions, citations, sentiment, prompt volumes, and competitor share-of-voice in real time, turning insights into content workflows. MIT licensed, self-hostable from GitHub.

SourceProduct Hunt AIAuthor: Gökhan Geyik
Ansvisor: Open-Source AEO Platform to Scale Brand Visibility Across AI Answer Engines
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Key points and analysis

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Key points

  • Ansvisor is an open-source AEO (Answer Engine Optimization) platform, self-hostable via GitHub.
  • Tracks brand mentions, citations, and rankings across multiple AI engines (ChatGPT, Claude, Perplexity, etc.).
  • Provides a visibility score (0–100) based on mention frequency, position, and citation presence.
  • Handles non-determinism by aggregating results across engines over time.

Highlights and analysis are generated automatically and may contain errors. Check the original source.