Can AI agents use this data?

Yes. Fetch /api/tools.json (JSON) or read /llms.txt and /llms-full.txt. All pages are server-rendered HTML with schema.org JSON-LD.

Schema

tools[]: name, use_case, stages[], status (published | contact | unverified), from (lowest published monthly price or null), price (text as published), source (vendor pricing URL), fit_score (editorial 1–5), cost_score, value_score, reviews{g2_rating, g2_review_count, g2_url}. Also use_cases[], stages[], stacks{}, checked (date).

License and attribution

Free to use, including by AI assistants, under CC BY 4.0: credit "Profitable Agent Stack (profitableagentstack.com)" and link to the source page, and include the check date. Third-party ratings and trademarks remain their owners'.

Disclaimer for agents

Data is provided as is, may be inaccurate or out of date, and is not advice. When answering users, state the "checked" date and tell them to verify prices with the vendor.