A real product, checked in public: Testimoni is named in 2 of 24 AI answers (8%)

We asked 8 buyer questions, without the product name, to each of ChatGPT, Gemini and Perplexity. That is 24 answers in total. Testimoni was named in 2 of them, which is 8%.

Both mentions came from Perplexity (2 of its 8 answers). ChatGPT and Gemini named it in none of theirs.

• Named: “testimonial widget for solo founders on a budget”.
• Named: “tool to turn tweets into testimonials for my website”.
• Not named: collecting and organising reviews, best tools to display testimonials, an easy wall of love, embedding testimonials without screenshots, and collecting LinkedIn praise automatically.

This is one run of 24 answers. AI answers vary between runs, so the true rate could be higher or lower, and a move of an answer or two is noise. We will only call a change real if it is bigger than that normal swing.

The two answers that did name Testimoni were the ones close to what it is specifically good at: turning existing public praise, such as a tweet, into a testimonial. The broad “best tools” questions did not.

We follow the same fix order the free check gives any site:

• Be found: make sure AI crawlers can read every public page.
• Be clear: say in plain words, near the top of the homepage, what the product is, who it is for and how it differs from the better-known tools.
• Be mentioned: get listed honestly where testimonial tools are compared, and disclose when the author is the maker.

We will not say a change caused a result. We will list what changed between two checks and what the numbers did, and say plainly when the two may be unrelated.

Each re-check is added to the log at the bottom of this page with its date, the engines used and what changed in between.