Cited visibility report

Mention rates and whether checked citations held up.

A dated research artifact whose denominators, unavailable engines, and support method remain visible.

Eleven prompts across the answer surfaces available to the run.

The retained run included Gemini and Google AI Overview answer text. ChatGPT and Perplexity were not measured under that run and remain excluded from its denominators.

Mentions and citation support are different questions.

A brand appearing in an answer does not mean the cited page supports the attached claim. The report calculates those measures separately.

Ten citation-claim pairs were checked.

Six were supported by the fetched page under the report’s lexical support definition; four were not. This result describes the retained sample, not general accuracy or market share.

Daily AI Agents

Continue into the work.