nymrel/ tool works
AI visibility · 20-check self-audit

Audit your discovery foundations.

Tick twenty checks you can verify and get a prioritized readiness checklist for search and AI-assisted discovery. The score is Nymrel's heuristic, not a provider metric or outcome prediction.

A complete checklist does not guarantee crawling, indexing, ranking, citation, recommendation, or traffic. Provider behavior and live-site evidence remain separate.

Tick what your site already has — the score and fix list update live. New here? Try an example to watch it work.
Tick what your site already does

Not sure about one? Use the grey hint to test it. Your answers stay in this browser.

1 · Access & discovery 0/46 pts each
2 · Machine-readable context 0/46 pts each
3 · Content clarity 0/44.5 pts each
4 · Technical delivery 0/44.5 pts each
5 · Identity & corroboration 0/44.5 pts each
Your readiness score
Someone shared their score with you. You're seeing their score and section totals. The individual checks below are not their answers — only the tallies were shared.
0/100
Needs foundations
0 / 20 checks
Prioritized checklist gaps

Unchecked items ordered by Nymrel's editorial weights.

Fixed one? Tick it above and it drops off this list.

How it works

Three steps, no sign-up

STEP 01

Tick what's true

Go down the twenty checks and tick the ones your site already passes. Grey hints show you how to test each one.

STEP 02

Read the readiness score

Your self-reported grade updates from Needs foundations to Strong foundation, with a per-section breakdown. It is a prioritization aid, not an external measurement.

STEP 03

Work the fix list

The unchecked items become a to-do list ordered by the scorecard's documented editorial weights. Review applicability before implementing each item.

Pricing

Free to run. Pro when you want the fixes written out.

Free
$0
  • All 20 checks, no account or email
  • Live 0–100 score and grade
  • Ranked fix list with plain instructions
  • Print your scorecard for the team
Run it above
When the free grade surfaces gaps

Want a second set of eyes on the fix list?

The free scorecard stays fully useful: you keep the complete grade and ranked fixes. If you want a deeper review, Nymrel's $500 Agent-Ready Audit checks the live site through three reader types — Google, AI assistants, and AI agents — and returns a prioritized, evidence-backed report. It measures readiness and accuracy; it does not promise rankings or traffic.

See the $500 Agent-Ready Audit
Questions, answered plainly

Before you ask

What is AI visibility?

AI visibility describes whether and how a source appears in AI-assisted discovery. Access controls, indexed content, clarity, and independent corroboration can support eligibility, but every provider and query makes its own decisions.

How does the scorecard work?

Tick only checks you independently verify. Nymrel's editorial weights produce a 0-to-100 readiness score and prioritize unchecked items. It is not a provider metric and does not predict crawling, indexing, rankings, citations, recommendations, or traffic.

Do I need a developer to fix these?

Some checks are copy edits you can do yourself, like writing an about page or plain headings. Others, like robots.txt and JSON-LD, may need a developer. The ranked list tells you what matters most first, so you spend any help where it counts.

Is my data safe?

Selections are stored in this browser's local storage and are not attached to scorecard requests. A hosted visit still requests static assets and Vercel Web Analytics, so normal hosting and analytics network activity still occurs.

What do I get in the $9 Pro Report?

A printable report built from the checks you ticked: every missing item written up in full, ordered by impact, with a copy-paste snippet for your stack (Next.js, WordPress, Shopify, or plain HTML). It comes with a calendar reminder dated 30 days out and a saved baseline file, so the re-check is a real before-and-after rather than a guess. Questions: contact@nymrel.com.