Best ai-app-builders for startups
AI's answer · live, with web access
80/100 slot score
100% of answers name it
#3 avg. position
+16 ahead of QuantumByte
Every brand recommended for this question, from 12 answers across ChatGPT, Perplexity, and Gemini.
| # | Brand | Slot score | Appears in | Avg. position |
|---|---|---|---|---|
| 1 | Lovable | 100% | #3 | |
| 2 | QuantumByte | 67% | #2 | |
| 3 |  Bolt | 83% | #5 | |
| 4 |  Replit | 83% | #6 | |
| 5 |  Bubble | 83% | #7 | |
| 6 |  Softr | 58% | #6 | |
| 7 | Fabricate | 42% | #3 | |
| 8 |  v0 | 58% | #7 |
Slot score is position-weighted, 0 to 100: being recommended first counts far more than a trailing mention. "Appears in" is the share of answers naming the brand at all.
ChatGPT, Perplexity, and Gemini each answered this question in two phrasings, several times each, with live web access and citations: the closest API-reachable version of the real assistant experience (no personalization or account memory, which no vendor can provide). Model-memory answers (no web) are measured separately and shown above as a comparison surface. A brand counts once per answer that recommends it. The exact questions:
Part of the AI App Builders ranking. Method details on the methodology page. Rankings reflect measured AI answers, not paid placement.
Who wins when the question changes:
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