A real buyer question from the September 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.
“What's the best AI app builder?”
ChatGPT answered 3× this snapshot It depends on what you mean by “best.” Here’s the practical breakdown: Best overall for non-coders Bubble Best for: full web apps without coding Strengths: mature ecosystem, plugins, database, workflows Weaknesses: can get complex, performance limits, pricing can grow Best for fastest AI-powered prototyping Lovable Best for: describing an app in plain English and getting a working prototype fast Strengths: very…
Named across its answers: 1. Bubble2. Lovable3. Replit4. Microsoft Power Apps5. Retool
Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.
Claude answered 3× this snapshot Best AI App Builders It depends on your specific needs, but here are the top options: No-Code/Low-Code Platforms Bubble - Powerful visual app builder with AI features Glide - Great for simple data-driven apps Adalo - Good for mobile apps AI-Assisted Development Cursor - AI-powered code editor (very popular with developers) GitHub Copilot - AI coding assistant Bolt.new - Generate full apps from prompts v0 by Vercel -…
Named across its answers: 1. Bubble2. Glide3. Bolt4. Adalo5. Lovable
Verbatim excerpt from one collected Claude answer; formatting flattened, words untouched.
Gemini answered 3× this snapshot …plain English and have the AI build it for you, these are the current leaders: Lovable: Currently one of the most popular choices. It uses a chat interface to build full-stack web applications. It’s incredibly fast at generating clean, modern UIs and can handle logic and integrations. Replit Agent: Best for people who want a "software engineer in a box." You tell the agent what you want, and it writes the code,…
Named across its answers: 1. Lovable2. Replit3. Bubble4. Softr5. FlutterFlow
Verbatim excerpt from one collected Gemini answer; formatting flattened, words untouched.
Bubble wins this question cleanly, appearing in all 9 answers and taking the first slot 6 times, while Lovable matches its reach but trails badly on first-mention frequency and average position. Replit's absence from Claude entirely shows model-specific blind spots that matter to any brand tracking AI-driven buyer consideration.
AI-generated read of the September 2026 measurements.