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TurboStarter

https://turbostarter.dev/

Sep 22, 2026

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AI visibility score 55.8 /100

across ChatGPT, Claude, Perplexity, Google AI Overviews

ChatGPT

36.7

15/15 answered

Claude

54.7

15/15 answered

Perplexity

60.0

15/15 answered

Google AI Overviews

80.7

14/15 answered

AI Overview appeared on 14/15 searches

Share of voice

Prompts you're losing

  1. “What are the fastest ways to build and deploy a production-ready AI SaaS application?”0.0
  2. “How do ShipFast, Makerkit, Supastarter, and SaaS Pegasus compare for deployment speed and built-in SaaS features?”15.0
  3. “What should I look for in a SaaS starter kit with authentication, billing, teams, and admin features?”25.0
  4. “Which SaaS starter kit makes it easiest to use AI coding tools while maintaining a production-ready codebase?”26.7
  5. “ShipFast vs Makerkit vs Supastarter vs SaaS Pegasus: which SaaS starter kit is best for an AI SaaS product?”30.0

Every question, every engine

15 questions · 59 answers · you appear in 38 · Makerkit in 37

  1. “What are the best AI-first cross-platform SaaS starter kits for launching web, mobile, and browser extension products?”ChatGPT: cited youClaude: cited youPerplexity: cited youGoogle AI Overviews: cited you
  2. “Which SaaS starter kit is best for building an AI-powered web and mobile application quickly?”ChatGPT: cited youClaude: cited youPerplexity: cited youGoogle AI Overviews: cited you
  3. “AI-first SaaS starter kits vs traditional boilerplates: which is better for accelerating product development?”ChatGPT: absentClaude: absentPerplexity: cited youGoogle AI Overviews: cited you
  4. “What should I look for in a SaaS starter kit with authentication, billing, teams, and admin features?”ChatGPT: absentClaude: absentPerplexity: absentGoogle AI Overviews: cited you
  5. “What are the top SaaS starter kits for AI coding tools in 2026?”ChatGPT: absentClaude: cited youPerplexity: cited youGoogle AI Overviews: cited you
  6. “ShipFast vs Makerkit vs Supastarter vs SaaS Pegasus: which SaaS starter kit is best for an AI SaaS product?”ChatGPT: absentClaude: cited youPerplexity: absentGoogle AI Overviews: cited you
  7. “What is the best cross-platform SaaS boilerplate for launching a production-ready web app, mobile app, and browser extension?”ChatGPT: cited youClaude: cited youPerplexity: cited youGoogle AI Overviews: cited you
  8. “Which SaaS starter kits integrate well with AI coding assistants such as Cursor, Claude, and GitHub Copilot?”ChatGPT: absentClaude: absentPerplexity: cited youGoogle AI Overviews: cited you
  9. “What are the fastest ways to build and deploy a production-ready AI SaaS application?”ChatGPT: absentClaude: absentPerplexity: absentGoogle AI Overviews: absent
  10. “Best SaaS starter kit for adding user authentication, subscription billing, team workspaces, and an admin dashboard?”ChatGPT: absentClaude: cited youPerplexity: absentGoogle AI Overviews: cited you
  11. “What is the best SaaS starter kit for a solo founder building an AI-powered product?”ChatGPT: cited youClaude: cited youPerplexity: cited youGoogle AI Overviews: cited you
  12. “Which cross-platform SaaS boilerplates support web, React Native mobile, and browser extension development?”ChatGPT: named youClaude: cited youPerplexity: cited youGoogle AI Overviews: named you
  13. “How do ShipFast, Makerkit, Supastarter, and SaaS Pegasus compare for deployment speed and built-in SaaS features?”ChatGPT: absentClaude: absentPerplexity: absentGoogle AI Overviews: cited you
  14. “What are the best AI SaaS development starter kits for a small startup team?”ChatGPT: cited youClaude: cited youPerplexity: cited youGoogle AI Overviews: cited you
  15. “Which SaaS starter kit makes it easiest to use AI coding tools while maintaining a production-ready codebase?”ChatGPT: absentClaude: absentPerplexity: cited youGoogle AI Overviews: no answer

Your top fixes

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FAQ + JSON-LD, a “you vs Makerkit” page, and a checklist — generated from this scan.