Human clarity
What visitors understand in 5 seconds
Product, audience, value, and next step — read the way a first-time visitor scans the page.
Free · Sent to your inbox
For SaaS founders and indie hackers
Landing page audit for humans and AI search
Most SaaS landing pages fail at least 2 of the 5 clarity checks — visitors leave and AI agents misclassify the product. Paste one URL and get three scores plus a ranked fix list in your inbox in 60 seconds.
How it reads to
- ChatGPT
- Claude
- Gemini
- Perplexity
- Copilot
- Grok
Three scores from one URL.
The same page is read twice — once like a visitor, once like an AI agent. You get both reads side by side.
LLM understanding
How AI agents classify your product
Category, ICP, use cases, and the risk that an LLM summarizes you as the wrong kind of product.
AI search readiness
Whether AI search engines can recommend you
Explicit context, FAQ, proof, and structure that AI surfaces need to cite and rank your page.
One URL in. One ranked list out.
No dashboards, no setup. Designed to be useful in the first minute.
- 01
Paste a URL
One landing page. No signup, no install, no full-site crawl.
- 02
Get two reads
Side-by-side: what humans understand and what LLMs infer.
- 03
Fix what matters
A short, ranked list of changes — not a 30-page document.
Questions answered before you paste.
What do I get in the audit?
Three scores (human clarity, LLM understanding, AI search readiness), a plain-English summary of what visitors and LLMs likely understand, the messaging gaps that cause confusion, and a ranked list of fixes to apply first.
Do I need to sign up?
No account, no password. You paste a URL and leave an email — the audit is delivered straight to your inbox.
How is the score calculated?
A mix of UX clarity heuristics, structured landing-page checks, and an LLM interpretation pass. The useful output is the ranked evidence and the fixes, not the number itself.
Will it rewrite my whole landing page?
No. The audit is focused: scores, plain-English findings, suggested hero rewrites, and prioritized fixes. It is meant to be applied in an afternoon, not a quarter.
Is this only for AI search optimization?
No. A page that confuses people usually gives AI agents the wrong signals too. The audit covers both reads in one pass.
What is the difference between the human read and the AI read?
The human read simulates a first-time visitor scanning the page in 5 seconds: does it communicate product, audience, and value fast enough to stay? The AI read simulates how an LLM extracts and classifies the page when answering a user query: does it have enough explicit context — category, ICP, proof, structure — to be cited correctly?
Audit your landing page now.
Free. Paste a URL, leave an email — the audit arrives in your inbox.