AI Sayso
AI visibility tracking for businesses: we check whether ChatGPT, Gemini, Claude and Perplexity name you, then do the work to get you named.
AI visibility tracking for businesses: we check whether ChatGPT, Gemini, Claude and Perplexity name you, then do the work to get you named.
This page is designed to help you find out whether AI Sayso is good and if it is the right choice for you.
Sayso is an AI visibility service for businesses whose customers have started asking an assistant instead of searching.
It puts the questions your customers actually use to ChatGPT, Gemini, Claude and Perplexity, repeatedly, and counts how often you come back. The result is a share rather than a yes or no — assistants don't answer the same question the same way twice. The four are reported separately and never averaged, because they disagree sharply about the same question.
Your dashboard shows where you stand in each assistant, the questions that never bring you up, who gets named instead, how the assistants describe you, and the pages they read before answering. Every figure opens into the raw answer it was counted from.
Unlike tools that hand you a dashboard and stop there, Sayso also carries out the work that follows — on your site and in the sources assistants read — logged with dates and results, with a named person on your account.
Listed in
Assistants, tracked separately
ChatGPT, Gemini, Claude and Perplexity reported on their own — they disagree, and an averaged number describes none of them.
Gaps by question type
See which kinds of questions never bring you up — pricing, setup, urgency, comparison.
Named instead of you
Who the assistants reach for when they don't name you, by assistant.
How they describe you
The words the assistants use about you, pulled from the answers themselves.
Sources behind the answers
The pages each assistant read before answering, and whether yours were among them.
AI crawler activity
Which assistant crawlers read your site, what they read, and what they couldn't reach.
PDF report every period
A document you can forward — what changed, what we found, what we did next.
Named account manager
One person who knows your account, not a support queue.
Every other tool in this category hands you a dashboard and leaves. Sayso measures and then does the work — changes made, published and logged with dates and results. The measurement is honest about what it can't know: four assistants are reported separately rather than blended into one number, because they disagree sharply, and small movements are called no change rather than dressed up as progress.
Because knowing you're missing from an answer doesn't put you in it. Tools leave you with a number and four new jobs: work out what it means, decide what to do, do it, or find someone who will. Sayso covers the measuring and the work, with one named person on your account who knows what changed last month and why. Every figure traces back to the raw answer it came from, so nothing has to be taken on trust.
Business owners and marketing leads at small and mid-sized companies — the ones who notice that customers now arrive already knowing which three names to consider. Mostly service businesses, software products and local companies in competitive markets. They are not AI specialists and shouldn't have to become ones.
Python and FastAPI on the backend, PostgreSQL for data, server-rendered pages with htmx — no single-page framework. Measurements run against the official APIs of OpenAI, Google, Anthropic and Perplexity, with Google Search Console and GA4 connected where clients allow it. Reports are generated as PDF from the same templates the dashboard uses.
Sayso was started by Olha Kryva, an SEO specialist who spent a decade getting businesses found in search. She also teaches the search module on an internet marketing course at Hillel IT School, including the part about optimising for AI answers. The questions students asked had no good answers yet, and neither did the tools — so the first version was built to answer them.
We have collected here some useful links to help you find out if AI Sayso is good.
Check the traffic stats of AI Sayso on SimilarWeb. The key metrics to look for are: monthly visits, average visit duration, pages per visit, and traffic by country. Moreoever, check the traffic sources. For example "Direct" traffic is a good sign.
Check the "Domain Rating" of AI Sayso on Ahrefs. The domain rating is a measure of the strength of a website's backlink profile on a scale from 0 to 100. It shows the strength of AI Sayso's backlink profile compared to the other websites. In most cases a domain rating of 60+ is considered good and 70+ is considered very good.
Check the "Domain Authority" of AI Sayso on MOZ. A website's domain authority (DA) is a search engine ranking score that predicts how well a website will rank on search engine result pages (SERPs). It is based on a 100-point logarithmic scale, with higher scores corresponding to a greater likelihood of ranking. This is another useful metric to check if a website is good.
The latest comments about AI Sayso on Reddit. This can help you find out how popualr the product is and what people think about it.
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Is AI Sayso good? This is an informative page that will help you find out. Moreover, you can review and discuss AI Sayso here. The primary details have been verified within the last quarter. So they could be considered up to date. If you think we are missing something, please use the means on this page to comment or suggest changes. All reviews and comments are highly encouranged and appreciated as they help everyone in the community to make an informed choice. Please always be kind and objective when evaluating a product and sharing your opinion.
