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Disclosure

How we pick tools, and who pays us.

AI Task Map is an independent guide. We make money in two small ways: a few of the outbound links to tools are paid referrals, and (eventually) a Pro tier for power users. That's it. No sponsorships, no “featured” slots, no vendor pay-to-play.

The order rule

On every answer, tools are listed best-first based on our editorial judgement. The order is set in code by an explicit rank field — paid referral status is a separate field and is never used to sort, promote, or filter recommendations.

If a better tool comes along that doesn't pay us a cent, it still goes to the top. If a paying tool stops being the best option, it gets demoted or removed.

How we evaluate a tool

  • Does it actually fit the task we're recommending it for?
  • Output quality on real, representative work — not demo prompts.
  • Pricing transparency (no “contact sales” for small teams).
  • How they handle your data — training opt-out, retention, region.
  • Whether the company is likely to still exist in 12 months.

What “paid link” means

A link marked paid link means we earn a small commission if you sign up after clicking it — at no extra cost to you. You can always go to the tool's site directly instead; we list the canonical URLs below.

Outbound clicks on paid links go through /go/<tool> on this domain so we can count clicks. We don't set tracking cookies on you and we don't sell click data.

Tools we currently have a referral with

This list is generated from the same source of truth that powers the recommendations, so it can't drift out of sync.

If you think a recommendation is wrong

Please tell us. We'll re-evaluate and either change the answer or explain why we still stand by it. Independent feedback is what keeps this site honest.

Nothing here is legal, financial, medical, or HR advice. AI tools change fast — verify critical decisions with a qualified human professional.