Vantage research · November 2026 · AI coding
What AI cites for “best vibe coding tools”
ChatGPT cited 8 sites, Gemini cited 8 sites, Perplexity cited 10 sites. No site was cited by all three.
Updated monthlyNext edition 1 December 2026
ChatGPTGeminiPerplexity dots beside a site: the other engines that cite it too
ChatGPT
8 sites · opens with a sentence · has a table · opening 6 words
- cursor.com
- code.claude.com
- lovable.dev
- replit.com
- bolt.new
- v0.app
- antigravity.google
- chatgpt.com
Brands namedCursor, Claude Code, Lovable, Replit Agent, Bolt.new, Google Antigravity, OpenAI Codex, Replit
Gemini
8 sites · opens with a sentence · no table · opening 40 words
- superblocks.com
- totalum.app
- dreamhost.com
- morphllm.com
- vybe.build
- uvik.net
- secondtalent.com
- sourcegraph.com
Brands namedFull-App & Prompt-to-Prototype Builders, Lovable, Bolt.new, Totalum, UI & Component Prototyping, v0 by Vercel, AI-Native IDEs & Terminal Agents, Cursor
Perplexity
10 sites · opens with a sentence · no table · opening 8 words
- zapier.com
- hostinger.com
- techradar.com
- hatchable.com
- superblocks.com
- wix.com
- fillout.com
- taskade.com
- dreamhost.com
- ionos.com
Brands namedCursor, Claude Code, Lovable, Bolt.new, v0 by Vercel, Replit, GitHub Copilot, Dyad
Cited by more than one engine
- superblocks.com
- dreamhost.com
Is your site one of them?
Ask your AI agent to run Vantage's analyze_citation_coverage for your domain and “best vibe coding tools”, on all
three engines, and it will tell you whether you are cited, who is instead, and what changed since your last check.
More AI coding questions
Each engine was asked once, in English, as from the United States, on 2026-11-01. Answers change from run to run, so read this as a snapshot. Download the data.