Sayso
Track your visibility in AI answers and get you named
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Sayso - Track your visibility in AI answers and get you named

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Sayso is an AI visibility tracking service. We measure how often ChatGPT, Gemini, Claude and Perplexity name your business when customers ask them for recommendations — and do the AI search optimization work to get you named more. Each assistant is reported separately, because they disagree about the same question. Results are a share of answers, not a yes or no. Every number opens into the raw answer behind it. Unlike tools that stop at the dashboard, we carry out the changes too.

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Hi Product Hunt, I teach the search module on a marketing course, and last year students started asking a question I couldn't answer well: how do you know if ChatGPT recommends your business? I'd check manually, get a different answer each time, and have nothing to tell them. So I started measuring properly. Same question, asked repeatedly, across four assistants. The first thing that surprised me was how much they disagree — one clinic was named in every Gemini answer and in none of Claude's. Averaging them into one number would have described neither. The second thing: the share you get from asking once is close to a coin toss. Most of what I thought I knew from manual checking was noise. That shaped the product more than anything. Every question is asked several times, each assistant is reported on its own, and small movements are called no change rather than dressed up as progress. Every figure in the dashboard opens into the raw answer it came from, so nothing has to be taken on trust. The part I didn't expect to build: the work itself. Knowing you're missing from an answer doesn't put you in it, and clients kept asking what to do next. So we do that too. Happy to answer anything — especially if you've tried measuring this yourself and got different results.