From a search signal to a reviewed change.
Measure visibility, plan better pages and review the work. Explore each step when you need it.
Explore one part of the workflow.
Every tracked prompt is asked five times per engine each week: ChatGPT, Gemini, Perplexity, Claude, Copilot, AI Overviews and AI Mode. You see how often you are named, your position in the answer, sentiment, share of voice and the domains each engine cites, each rate with a 95% interval and its sample size.
The engines we sampleFor each money keyword, SERP Lab snapshots the live top 20 on a schedule and ranks your page on entities, attributes, structure, speed and links. You close the gaps where you sit outside the podium instead of pushing one metric to an extreme, and the history shows who gains between core updates.
AI visibilityDemo workspace
Swipe the screenshot to explore · example data
