Which project management tools does AI actually recommend?
When someone asks an AI assistant like Gemini for the best project management software, only a handful of tools get named. We asked those questions many times over and ranked 30 tools by how often they come up. This edition measures Google's Gemini; ChatGPT and Claude are next.
Not ranked where you'd like?
This index measures the same thing OTW Signal measures for any single business: whether AI recommends you. Run your own report to see exactly where you stand and why, or have us do the work to move you up.
How we measured it
Every tool in this index was measured the exact same way, so the ranking is a fair comparison and not a popularity guess.
- We asked AI assistants the real questions a buyer would ask (for example, "what are the best project management tools?"), not one cherry-picked prompt.
- We asked each question many times per engine, because AI answers vary from run to run. A single answer is noise; repeated sampling is a signal.
- For every answer, we recorded which of the 30 tools were named. A tool's score is the percentage of answers that recommended it.
- Ties are broken by a statistical lower bound, so a tool that is recommended consistently ranks above one that got lucky in a few answers.
Scores reflect how often each tool was named in AI answers to these questions during the measurement window, on the engines listed above. AI answers change over time; this is a point-in-time snapshot, refreshed each quarter. This index is independent and not sponsored. Being included is not an endorsement by any tool listed.
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