| # | Brand | Visibility Score | Trend (3 mo) | Mention rate | Avg. position | #1 pick rate | Models |
|---|---|---|---|---|---|---|---|
| 1 |  Lovable | ±5.5 | ▲ 15 | 79% | 3.0 | 17% | ChatGPT #1 Claude #3 Gemini #1 |
| 2 |  Replit | ±3.9 | flat | 64% | 3.2 | 18% | ChatGPT #2 Claude #5 Gemini #2 |
| 3 |  Bolt | ±5.8 | flat | 64% | 3.6 | 3% | ChatGPT #3 Claude #1 Gemini #4 |
| 4 |  Cursor | ±3.1 | flat | 56% | 3.0 | 25% | ChatGPT #6 Claude #2 Gemini #3 |
| 5 |  v0 | ±5.1 | flat | 51% | 4.8 | 1% | ChatGPT #4 Claude #4 Gemini #8 |
| 6 |  Bubble | ±4.7 | flat | 39% | 3.0 | 18% | ChatGPT #5 Claude #6 Gemini #6 |
| 7 |  Softr | ±4.7 | flat | 26% | 4.8 | 0% | ChatGPT #8 Claude #13 Gemini #5 |
| 8 |  Supabase | ±2.5 | flat | 22% | 4.1 | 3% | ChatGPT #7 Claude #9 Gemini #9 |
| 9 |  GitHub Copilot | ±3.7 | flat | 25% | 5.1 | 0% | ChatGPT #10 Claude #7 Gemini #13 |
| 10 |  Glide | ±2.5 | ▼ 10 | 22% | 4.7 | 0% | ChatGPT #13 Claude #8 Gemini #12 |
| 11 |  FlutterFlow | ±3.9 | flat | 17% | 5.3 | 0% | ChatGPT #9 Claude Gemini #11 |
| 12 |  AWS Bedrock | ±2.6 | flat | 11% | 3.0 | 0% | ChatGPT #12 Claude #10 Gemini #14 |
| 13 | v0.dev | ±3.5 | flat | 14% | 5.1 | 0% | ChatGPT Claude #12 Gemini #10 |
| 14 |  Google Vertex AI | ±1.1 | flat | 8% | 3.2 | 0% | ChatGPT #11 Claude #11 Gemini |
| 15 |  Create.xyz | ±3.5 | flat | 10% | 4.4 | 0% | ChatGPT Claude Gemini #7 |
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: Windsurf (6), Retool (5.7), Microsoft Azure AI Studio (5.6), Microsoft Azure AI (4.2), Adalo (4). 87 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 37/100: the share of this category's recommendation weight not held by the leader.
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ChatGPT
Claude
Gemini
