Repeat
Sample every prompt twice.
AI answers vary. Repeated observations expose instability before a single response becomes a trend claim.
Surface trackers
Five answer surfaces. One auditable measurement contract.
Monitor the same buyer questions across ChatGPT, Perplexity, Gemini, Google AI Mode, and Google AI Overviews without blending their different answers, sources, or coverage into one opaque score.
Choose a surface
Inspect where your brand appears
ChatGPT
ChatGPT visibility tracker with answer evidence
Track when ChatGPT names or cites your brand, which competitors appear first, and the answer evidence behind every visibility metric.
PerplexityPerplexity visibility and citation tracker
Track brand mentions, cited domains, competitor position, and the answer evidence returned for your buyer questions in Perplexity.
GeminiGemini visibility tracker with repeated answers
Measure Gemini brand mentions, citations, competitor position, sentiment, and answer evidence across a stable set of buyer questions.
Google AI ModeGoogle AI Mode tracker with source evidence
Track brand and competitor visibility in Google AI Mode across buyer questions, repeated answers, cited sources, position, and sentiment.
Google AI OverviewsGoogle AI Overview tracker with coverage evidence
Track when Google shows an AI Overview, which brands and sources appear, and the answer evidence behind mentions, citations, and position.
Shared method
Comparable, without pretending the surfaces are identical
Separate
Keep mentions and citations independent.
A brand can be named without a link, or cited without being named in the visible answer.
Audit
Open the answer behind every metric.
Review the prompt, surface, sample, prose, sources, position, and competitor context instead of trusting a composite score.
Illustrative workspace