AI Search Signals covers how brands appear in AI-powered search and answer systems: ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews, and Google AI Mode. We write about brand mentions and share of voice, the sources AI answers cite, prompt research and measurement, tool comparisons, and periodic cross-industry benchmarks across industries including healthcare, fitness, local services, SaaS, and ecommerce.
Most articles here are AI-assisted and human-reviewed. The monthly benchmarks are original tests we run ourselves. Every post is labelled so you know which one you're reading. On a site about AI search, saying that plainly seems like the minimum.
Independent means editorially independent: no vendor approves a review before it runs, and no advertiser shapes a conclusion. Two disclosures follow from that. This publication is operated by the team behind an AI-visibility SaaS product, and some tool reviews contain affiliate links. Our evaluation criteria are published before testing and don't change based on who pays us. Nothing here is a claim about how these systems work internally. We report what we observed, on stated dates, and say where the evidence runs out.
