| # | Brand | Visibility Score | Mention rate | Avg. position | #1 pick rate | Models |
|---|---|---|---|---|---|---|
| 1 |  Asana | ±4.7 | 81% | 4 | 13% | ChatGPT #2 Claude #3 Gemini #2 |
| 2 |  Notion | ±3.5 | 72% | 3 | 15% | ChatGPT #3 Claude #4 Gemini #3 |
| 3 |  Linear | ±2.5 | 68% | 3 | 19% | ChatGPT #4 Claude #2 Gemini #4 |
| 4 |  Jira | ±5.1 | 65% | 3 | 21% | ChatGPT #5 Claude #1 Gemini #6 |
| 5 |  ClickUp | ±4.6 | 58% | 3 | 13% | ChatGPT #1 Claude #7 Gemini #5 |
| 6 |  monday.com | ±5.9 | 65% | 4 | 6% | ChatGPT #7 Claude #5 Gemini #1 |
| 7 |  Trello | ±3.9 | 50% | 4 | 3% | ChatGPT #6 Claude #6 Gemini #7 |
| 8 |  Microsoft Project | ±1.8 | 17% | 4 | 8% | ChatGPT #9 Claude #8 Gemini #13 |
| 9 |  Smartsheet | ±2.7 | 22% | 6 | 0% | ChatGPT #10 Claude #9 Gemini #8 |
| 10 |  Coda | ±2.9 | 15% | 5 | 0% | ChatGPT #8 Claude #13 Gemini #10 |
| 11 |  GitHub Projects | ±3.7 | 10% | 5 | 0% | ChatGPT #13 Claude #12 Gemini #12 |
| 12 |  ServiceNow | ±1.2 | 8% | 4 | 0% | ChatGPT #11 Claude #10 Gemini |
| 13 |  Confluence | ±2.7 | 8% | 5 | 0% | ChatGPT #14 Claude #11 Gemini #14 |
| 14 |  Basecamp | ±1.5 | 10% | 6 | 0% | ChatGPT #15 Claude #14 Gemini #9 |
| 15 |  Atlassian | ±3.4 | 6% | 2 | 1% | ChatGPT #12 Claude Gemini #11 |
The ± under each score is the reliability band: how much the number would move if we re-ran the identical measurement. It is tight because each prompt is sampled multiple times. It is not the same as how much the ranking depends on which prompts we ask — a separate, wider figure shown on hover.
Just below the cutoff: Height (4.4), GitHub (3.8), Planview (3.2), Azure DevOps (3.1), Productboard (2.6). 36 brands were scored in this category; the leaderboard shows the top 15.
Visibility Score: position-weighted presence across all measured answers, 0 to 100. A score of 100 means the brand was the first recommendation in every answer. Every point in a trend line is a live monthly measurement; there is no modeled or backfilled history. Full methodology.
Openness 43/100: the share of this category's recommendation weight not held by the leader.
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ChatGPT
Claude
Gemini