AI Visibility Score

VibecodeAEO's AI Visibility Score is computed by querying ChatGPT, Perplexity, and Gemini with hundreds of prompts that real customers ask, then scoring the responses for: presence (was your brand mentioned?), position (first mentioned, listed, or buried?), sentiment (recommended, neutral, or warned against?), and citation (was your URL cited as a source?).

A score of 70+ indicates strong AI authority. Most B2B SaaS brands score below 30 because their content was never optimized for the LLM training corpus. The score is recomputed weekly so you can measure the impact of every AEO change.

Related terms

• Answer Engine Optimization (AEO) — The practice of optimizing content, schema, and brand signals so that AI answer engines like ChatGPT, Perplexity, and Gemini cite your brand accurately when answering user queries.
• Answer Engine — An AI system that responds to natural-language queries with a synthesized answer rather than a list of links — examples include ChatGPT, Perplexity, Google Gemini, Microsoft Copilot, and Anthropic Claude.
• Citation — A reference to your brand or website inside an AI-generated answer. Cited brands receive both visibility and (often) a direct link, similar to a SERP position 1 result.
• AI Share of Voice — Your brand's percentage of total citations across AI answer engines for a defined set of prompts in a category — the AEO equivalent of share of voice in advertising.