Answer visibility
What AI assistants tell the world you are.
See how ChatGPT, Claude, Gemini, and Perplexity describe your brand differently, which sources shaped each answer, and which phrases need correcting.
What you'll see
Three surfaces. One answer-engine picture.
Side-by-side answers
See four assistants answer the same buyer question.
We capture how ChatGPT, Claude, Gemini, and Perplexity each describe your brand, category, and competitors — diffed against last week's capture so you can see what moved.
Source citations
Know exactly which pages shaped each answer.
Every captured answer carries a citation list: which URLs the assistant relied on, how recent they were, and whether they're pages you control.
Language to correct
Flag the phrases that need to be updated at the source.
When an assistant repeats outdated pricing, missing features, or stale positioning, the phrase is queued against the source page that needs the correction.
Answer Wall
Four assistants. One question. Four very different answers.
The Answer Wall shows each assistant's response, the sources behind it, and the diff against the previous capture. Use it to spot category drift, outdated pricing, and missing claims before buyers do.
A note on safety
MarketSignal observes public answer surfaces. We do not manipulate AI assistants and we do not guarantee specific AI responses. Our job is to make what those assistants already say visible, sourced, and easier to correct at the page level.