About & editorial policy

AI Tools for PMs is a curated shortlist of AI tools for product managers. The tool landscape is a firehose of hype — you don't need another directory of 10,000 tools, you need a trusted answer to "which tool actually works for this PM task, and how do I use it well?"

How we choose tools

• Every entry is hand-written and verified. No auto-scraped listings. Before a tool is published, a human confirms it exists, that our pricing is current, and that the 10-minute recipe actually runs.
• Depth over breadth. We keep the catalog small (roughly 50–150 tools) and organized by the job you're trying to do, not by tool type.
• Honest verdicts. Every verdict names at least one real weakness. A tool earns its place or it gets cut.
• Freshness is a feature. Each entry carries a "last verified" date. We re-check entries on a schedule and cull tools that die or go stale.

Our scoring

Verdicts are a whole-number 1–5 editorial call: 1 Skip · 2 Niche · 3 Solid · 4 Great · 5 Essential. It reflects how useful the tool is for the PM job it's listed under — not a generic quality score.

Affiliate disclosure

Some links to tools are affiliate links. If you sign up or buy through them, we may earn a commission at no extra cost to you. This is how we fund the editorial work.

It never influences our verdicts or rankings. Tools are placed and scored on merit alone; a tool with no affiliate program is ranked exactly the same way as one that pays. Affiliate links are marked with rel="sponsored" and disclosed on every page that carries them, in line with the FTC's endorsement guidelines.

Corrections

Pricing changed? A tool shut down? A recipe stopped working? Tell us and we'll fix it — accuracy is the entire point of this site.