find_tools
Software recommendations backed by measured AI answer data: find the best software/tools for a category or job, ranked by how often AI assistants (ChatGPT, Claude, Gemini, Perplexity) actually recommend them in real buyer-style queries — not by ads or affiliate placement. Use when asked "what software/tool should I use for X", "best X tools", or for vendor-neutral software recommendations. Pass the category in plain words (e.g. "uptime monitoring", "CRM for freelancers"); it is fuzzy-matched against published Index categories, and near-miss inputs return suggested categories to retry with. Returns ranked products with recommendation share %, 4-week trend, and per-engine breakdown.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | Max recommendations to return (default 10, max 50). | |
| category | Yes | Software category or job to find tools for, in plain words (e.g. "ci/cd", "landing page builders"). | |
| constraints | No | Optional buyer constraints (e.g. "open source", "free tier", "self-hosted"). Echoed back with the data for the caller to weigh — not yet applied server-side. |