Use-case fit · Prompt 2 of 8 · July 2026

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

“We want to describe an app in plain English and have AI build and host it. What should we use?”

ChatGPT answered 3× this snapshot

…you want the closest thing to “describe it and it just exists,” look at these: Replit (with Ghostwriter / AI Agent) You can describe an app in plain English, it generates code, runs it, and hosts it instantly. Good balance of control + automation. Great starting point. Vercel v0 + Vercel hosting v0 turns prompts into UI + code (React). You still connect pieces, but it’s fast and clean. Hosting on Vercel is…

Named across its answers: 1. Replit2. v03. Glide4. Bubble5. Supabase

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

Replit dominates this question with perfect mention rate and a first-recommendation slot in 6 of 9 answers, while v0 appears nearly as often but never leads, sitting at an average position of 4.1. The gap between those two and the rest matters because a buyer reading AI output will almost always act on the first name, not the fourth.

AI-generated read of the July 2026 measurements.

Who wins this question

Owned Consensus

All three models name Replit, v0 and Softr on this question.

ChatGPT

Claude

Gemini mentioned · first · avg. pos

Replit 111535111 9/9 · 6× first · #2.1

v0 23244468 8/9 · never first · #4.1

Lovable 221222 6/9 · 1× first · #1.8

Bolt 112335 6/9 · 2× first · #2.5

Glide 524767 6/9 · never first · #5.2

Softr 657849 6/9 · never first · #6.5

Cursor 7353 4/9 · never first · #4.5

Bubble 438 3/9 · never first · #5

Create.xyz 754 3/9 · never first · #5.3

Supabase 944 3/9 · never first · #5.7

Netlify 57 2/9 · never first · #6

Builder.io 58 2/9 · never first · #6.5

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 24 brands named at least once. Never mentioned here: AWS Bedrock, Adalo, Google Vertex AI.