Thunderdome B2B SaaS AI Visibility Index

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Top tools in 2026 · Prompt 3 of 8 · July 2026

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

“What are the top vibe coding platforms in 2026?”

ChatGPT answered 3× this snapshot

…landscape in 2026: AI-native coding environments (closest to real dev workflows) Cursor — still a favorite. Feels like VS Code but deeply AI-first. Great for refactoring, multi-file edits, and staying in flow. Windsurf (Codeium) — strong agent-style coding, especially for larger codebases. Good at planning + executing changes. GitHub Copilot Workspace — evolved beyond autocomplete into task-based coding. Strong if…

Named across its answers: 1. Cursor2. Replit3. Windsurf4. v05. Bolt

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

Cursor owns this question almost completely, appearing in all 9 answers and leading 8 of them at an average position of 1.1, while Replit holds a solid but distant second at average position 2.2. The gap between them signals that buyers researching vibe coding platforms will consistently see Cursor framed as the default choice before any alternative.

AI-generated read of the July 2026 measurements.

Who wins this question

Owned Consensus

All three models name Cursor, Replit, Bolt, Lovable and GitHub Copilot on this question.

ChatGPTClaudeGemini mentioned · first · avg. pos
Cursor 111111112 9/9 · 8× first · #1.1
Replit 225222221 9/9 · 1× first · #2.2
Bolt 446433654 9/9 · never first · #4.3
Lovable 658644333 9/9 · never first · #4.7
Windsurf 9627445 7/9 · never first · #5.3
v0 337555 6/9 · never first · #4.7
GitHub Copilot 336 3/9 · never first · #4
GitHub Copilot Workspace 66 2/9 · never first · #6
Zed 4 1/9 · never first · #4
OpenAI 5 1/9 · never first · #5
GitHub Spark 5 1/9 · never first · #5
GitHub 6 1/9 · never first · #6

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 20 brands named at least once. Never mentioned here: Glide, Supabase, Softr, AWS Bedrock, Adalo, 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.