Ansvisor: Open-source platform for tracking brand visibility across AI answer engines
By
Gökhan Geyik
Crisped on the outside, thoughtful enough on the inside.
Summary
Ansvisor is an open-source AI Engine Optimization (AEO) platform that helps brands track and improve their visibility across 8 major AI answer engines including ChatGPT, Gemini, Perplexity, Claude, Copilot, and Grok. It provides a visibility score (0–100) based on mention frequency (50%), mention position (25%), and citation presence (25%). The platform monitors mentions, citations, sentiment, prompt volumes, and competitor share-of-voice in real time, and converts insights into content briefs and workflows. It is MIT licensed, self-hostable from GitHub, and designed to help brands own their presence in AI-generated answers rather than just traditional rankings.
Key quotes
· 3 pulledThe visibility score (0–100) is a weighted blend per response: 50% mention frequency, 25% position, and 25% citation presence.
Non-determinism is handled through aggregation. Each tracked prompt runs across 8 engines (ChatGPT, Gemini, AI Overview, AI Mode, Perplexity, Claude, Copilot, Grok).
Own your brand's presence in the AI era — not just rankings, but the answers themselves.
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