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AI app builders

Bubble vs Lovable

as AI assistants see them, week of 2026-10-12

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Lovable comes out well ahead of Bubble in how AI assistants talk about AI app builders. Lovable scores 59 overall (73 on ChatGPT, 56 on Claude, 55 on Perplexity) and gets named in 61 of 75 answers, missing only on "best open-source AI app builder I can self-host." Bubble trails with an overall score of 18 and appears in just 32 of 75 answers, with five questions where it never comes up, including Replit alternatives and full-web-app-from-a-prompt queries. Head-to-head, Lovable is named more often in 16 questions versus 3 for Bubble, with 6 ties. Bubble does hold its own on app-builder and MVP-focused questions, appearing in all 3 answers there.

Head to head

metricBubbleLovable
score1859
questions won1723

By assistant

Bubble

assistantscorenamed in, this weekusual spot, this week
ChatGPT2955% of answers#4.9
Claude1340% of answers#17.0
Gemininot sampled this week
Perplexity2140% of answers#4.0

Lovable

assistantscorenamed in, this weekusual spot, this week
ChatGPT7395% of answers#1.7
Claude5695% of answers#5.2
Gemininot sampled this week
Perplexity5555% of answers#1.9

Where they differ

Only Bubble gets named for

  • What are the best alternatives to Lovable?

Only Lovable gets named for

  • What's the best AI tool to build a full web app from a prompt?
  • What's the best AI tool to turn a design mockup into a working app?
  • What's the best AI app builder that works with Supabase?
  • Which AI app builder is best for prototyping an idea over a weekend?
  • What are the best alternatives to Bolt?
  • What are the best alternatives to Replit?
  • What's the best AI tool to build a landing page with a waitlist?

More comparisons

Not sold on either?

Scores count how often each assistant names a product, weighted by position. How the score works · Full AI app builders leaderboard