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AI · GEO / AEO · SaaS · 2025
Toogle Coach — Get Known by AI
AI visibility platform: analyzes a website, then generates the content, structured data, and technical files needed to get cited by ChatGPT, Gemini and Perplexity.
The problem
Brands rank on Google but stay invisible inside ChatGPT and Perplexity answers. There was no productised tool to fix that — just consultants charging $5k+ per audit.
Approach
- Built a free 60-second AI audit as the top-of-funnel — runs a real crawl and returns a citation-readiness score.
- Designed a generation engine that outputs schema.org markup, llms.txt, and AI-friendly content briefs from a single URL.
- Marketing site, product, auth, and billing all shipped under one Next.js codebase.
- GEO/AEO playbook applied to the product's own marketing site — eat your own dog food.
Outcome
A working SaaS product with a free audit funnel and a paid generation tier. Used as proof-of-skill for AEO clients.
By the numbers
60s
Free deep AI audit
AEO
Schema + llms.txt generated
Solo
Built end-to-end
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