AI visibility reviews — how ChatGPT, Claude, Perplexity & Grok recommend small dev tools

Each review takes one small developer tool, asks AI assistants the questions a real buyer would ask, and records who gets named. These are practice reviews of public products, not CiteSprint customers, and we have no affiliation with the tools reviewed. Every review is dated, uses one run per prompt per assistant (so each cell is a snapshot, not a rate), and says plainly which assistants were skipped, what wasn't controlled, and which site facts were checked directly.

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AI knows Cronhooks exists — but rarely recommends it

On 3 generic cron/webhook prompts, ChatGPT, Claude and Perplexity named Cronhooks in 0 of 9 answers; all 4 assistants described it when asked by name.

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How AI engines evaluate a developer tool — Checkly baseline

Checkly was often named early on API, synthetics and as-code prompts, but is easy to miss on classic “uptime monitoring” wording.

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