Thunderdome B2B SaaS AI Visibility Index

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Startup & small team · Prompt 4 of 8 · July 2026

A real buyer question from the July 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.

“Which AI app builder is best for a non-technical founder?”

ChatGPT answered 3× this snapshot

Short answer: Lovable, Bolt, and Glide are the easiest starting points right now. The “best” depends on what you’re trying to build and how far you want to go without code. Here’s a clear way to choose: If you want a real web app (login, dashboard, backend logic) with almost no coding: Lovable – probably the most beginner-friendly “idea → app” tool right now. You describe what you want, it builds a working app with…

Named across its answers: 1. Lovable2. Glide3. Bubble4. Bolt5. Softr

Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.

Bubble is the clear winner here, appearing in all 9 answers and leading 5 of them, while Lovable trails closely with 8 appearances but only 2 first-place finishes. MindStudio's presence in all 3 Gemini answers but zero ChatGPT answers signals that model choice meaningfully shapes which brands get buyer exposure.

AI-generated read of the July 2026 measurements.

Who wins this question

Contested Consensus

All three models name Lovable, Glide, Bubble, Bolt and Softr on this question.

ChatGPTClaudeGemini mentioned · first · avg. pos
Bubble 512111681 9/9 · 5× first · #2.9
Lovable 13924312 8/9 · 2× first · #3.1
Glide 32142474 8/9 · 1× first · #3.4
Softr 4335762 7/9 · never first · #4.3
Bolt 246522 6/9 · never first · #3.5
MindStudio 443 3/9 · never first · #3.7
Pickaxe 555 3/9 · never first · #5
Replit 853 3/9 · never first · #5.3
Webflow 56 2/9 · never first · #5.5
Flowise 66 2/9 · never first · #6
Langflow 77 2/9 · never first · #7
Zapier 86 2/9 · never first · #7

Each square is one collected answer; the number is the brand's position in that answer. Lime = the very first recommendation. Unlinked brands were named by the models here but sit outside this category's published top 15 overall. Showing the top 12 of 22 brands named at least once. Never mentioned here: Supabase, GitHub Copilot, AWS Bedrock, Windsurf, Google Vertex AI.

Build variants of this question: the AI App Builders prompt tree → ← Previous prompt Next prompt →

Part of the AI App Builders snapshot: 72 answers across 8 prompts. Full category ranking · Compare brands head-to-head · Methodology.