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AI App Production Readiness Score

Score security, SEO, scale & more out of 100

AI-built apps look done and fail in the same places. Answer eight questions to score security, SEO, performance, scalability, accessibility, and code quality — then get the punch list.

Where do API keys and secrets live?

Can a logged-in user read or edit another user’s rows?

How is the marketing / app shell rendered?

What happens on the first load of the core screen?

LLM calls, jobs, and database queries

Keyboard, labels, and contrast

Can a new engineer run the repo from the README?

Errors and deploys

Answer all 8 questions (0/8) to get dimension scores.

Related guides

Turn your numbers into a shipped product.

AI prototype → production Can my AI app go to production?What is a production-ready AI app?Book a call

Need a human pass on the repo?

The score is a checklist, not a pentest. If you want harden vs rebuild on a real GitHub, that's a production review — not a pitch that every article must end with an agency.

AI prototype → production →Book a review call

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