SaaS Tools · Conversion Optimisation

WhyNotConverting

A free landing page audit tool that scores your site 0–100 for conversion readiness, identifies friction points ranked by impact, and gives you specific fixes — in around 30 seconds, with no signup required.

WhyNotConverting · AI landing page conversion audit tool
Instant AI audit Scored output No signup UX LLM reasoning Conversion optimisation

The problem

Most founders know their landing page isn't converting well but can't afford a CRO consultant, don't have time to read a 40-page audit, and don't trust generic checklists. They want a specific answer, fast.

What I built

WhyNotConverting takes a URL, fetches the page, and runs it through a structured LLM analysis that evaluates headline clarity, value proposition strength, trust signals, CTA placement, mobile UX, and a dozen other conversion factors.

The output is a numeric score (0–100) plus a prioritised list of friction points — each one with a specific fix, not just a vague observation. No account, no email, results in under a minute.

67 / 100
Example output — scored, prioritised, actionable

Technical highlights

The audit runs entirely server-side: the URL is fetched, HTML is cleaned and passed to the LLM with a structured prompt, and the response is streamed back to the user so they see results appearing in real time rather than waiting for a full response.

The scoring rubric is baked into the system prompt as a weighted evaluation framework, so the LLM produces consistent, comparable scores rather than free-form prose.


Stack

Next.js TypeScript OpenAI API Streaming responses Vercel Server-side web fetch
Need an AI audit or analysis tool built for your product?

I specialise in fast, no-auth AI tools like this — structured LLM output, streamed responses, no signup friction. Fixed price, 7 working days, from £750.