Replit leads overall; Lovable still owns the startup and small-team question. Replit edges out Lovable on visibility score (52 vs 49) and gets named first 22% of the time versus 14%, with ChatGPT strongly preferring Replit by a wide margin. That dominance on use-case fit and budget questions is what separates them at the top. Lovable counters by winning both Claude and Gemini, and it takes the startup and feature-led question themes, meaning buyers in those contexts are more likely to hear Lovable's name first.
| Replit | Lovable | |
|---|---|---|
| Visibility Score | 52 | 49 |
| Rank in category | #1 | #2 |
| Mention rate | 68% | 64% |
| #1 pick rate | 22% | 14% |
| Avg. position when named | 3 | 3 |
The models split: ChatGPT prefers Replit, Claude prefers Lovable, Gemini prefers Lovable.
Each axis is one of the 8 measured buyer questions; the further out, the more of that question's answers name the brand. Hover an axis for the raw counts. Single-axis gaps ride on 9 answers each, so read the overall shape, not one spike.
Mentions out of 9 answers per question. Click any question for the full transcripts.
| Question | Replit | Lovable | Edge |
|---|---|---|---|
| Best overallWhat's the best AI app builder? | 7 | 7 | even |
| Use-case fitWe want to describe an app in plain English and have AI build and host it. What should we use? | 9 | 6 | Replit |
| Top tools in 2026What are the top vibe coding platforms in 2026? | 9 | 9 | even |
| Startup & small teamWhich AI app builder is best for a non-technical founder? | 3 | 8 | Lovable |
| Enterprise pickWhich AI app-building platform should a large enterprise standardize on, considering security, compliance, and scale? | 0 | 0 | even |
| Feature-led askI want to go from prompt to a deployed web app with a database and auth. What do you recommend? | 4 | 6 | Lovable |
| If you could pick oneIf you could only pick one AI app-building tool, which one and why? | 8 | 4 | Replit |
| Budget & alternativesWhat's the best AI coding tool for quickly shipping small business apps? | 9 | 6 | Replit |
Open this matchup in the compare tool → · Replit brand report · Lovable brand report
Measured from 72 fresh answers collected from the models' production APIs in July 2026; rankings change monthly. Neither brand can pay to appear here or to move the numbers. Full recipe on the methodology page.