Lovable leads the budget AI app builder question by raw reach, but no single brand commands the slot.
Lovable appears in 83% of answers and scores 53, the highest mark in the field, yet its average position of 5 keeps its weight-of-recommendation modest. Base44 is the closest challenger, appearing in 67% of answers at an average position of 4, meaning it tends to land earlier in lists when it shows up. The answers repeatedly lean on free tiers and low entry-price plans as the core justification for any recommendation, which fragments attention across several brands rather than consolidating it. GenVibe and AIbuilder each earn strong average positions of 1 and 2 respectively but appear in only 33% of answers, concentrated in ChatGPT, which shows how much the three assistants diverge on who actually wins the budget framing.
AI-generated analysis of the September 2026 measurements.
Every brand recommended for this question, from 12 answers across ChatGPT, Perplexity, and Gemini.
| # | Brand | Slot score | Appears in | Avg. position |
|---|---|---|---|---|
| 1 | | 83% | #5 | |
| 2 | Base44 | 67% | #4 | |
| 3 | | 58% | #4 | |
| 4 | | 50% | #5 | |
| 5 | GenVibe | 33% | 1st | |
| 6 | Dyad | 50% | #6 | |
| 7 | Zite | 42% | #4 | |
| 8 | AIbuilder | 33% | #2 |
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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