Entity clarity
Can an engine identify exactly what you are, who it is for, and how you differ?
Free real website scan · no signup
See what AI can
verify about your brand.
Enter a public website and get a real evidence-readiness preview in seconds. See the gaps first; pay only if you want the full seven-part audit and competitor comparison.
No signup or payment Public-data only Paid report from $5
Example audit snapshot
fictional brand · not a testimonial43/100
AI citation readiness
Good product. Weak evidence layer.
AI can parse the offer, but cannot verify category authority or distinguish it from larger competitors.
Entity clarity82
Answer coverage47
Third-party proof21
Machine readiness56
01
Search rankings are no longer the whole discovery surface.
AI answers assemble recommendations from clear entities, direct answers, credible sources, fresh proof, and consistent third-party signals. A polished homepage alone is rarely enough.
MentionLens is a readiness audit — not a fabricated “rank tracker” and not a promise that any model will recommend you.
02Run a real free
Run a real free
evidence preview
MentionLens will inspect the public homepage, About page, robots.txt, sitemap.xml, llms.txt, metadata, schema, answers, and evidence signals. No account or payment.
Live public-page inspection
What should AI understand about this website?
Only public pages are requested. Never enter credentials, private URLs, customer data, wallet keys, or seed phrases.
03One compact audit.
One compact audit.
Seven decisions.
No 80-page filler. The report separates observed facts, scoring inference, missing evidence, and the changes to ship first.
Answer coverage
Do high-intent customer questions have direct, retrievable answers?
Evidence quality
Which claims are verifiable, weakly supported, or unsupported?
Citation readiness
Are there quotable facts, original data, definitions, and durable URLs?
Authority sources
Which independent sources confirm the brand — and which are missing?
Competitor gap
Where do supplied competitor URLs expose stronger public evidence?
Prioritized fixes
A 7-item backlog ranked by impact, effort, and dependency.
04From payment
From payment
to report
The loop is self-service. A signed quote binds the scope, network, token, exact amount, and payment window before any transfer is made.
Generate a signed quote
Add one public URL, category, and up to three competitor URLs. The exact amount includes a sub-$0.10 anti-reuse suffix.
Pay the exact amount
Use the selected stablecoin and network, then paste the full transaction hash.
Get the audit instantly
The system verifies on-chain payment, inspects public evidence, and renders a printable report in this browser.
05Order your
Order your
MentionLens audit
Launch price for one public website, one category, and up to three competitor URLs.
$5plus a unique verification suffix below $0.10
one-time · no subscription
one-time · no subscription
- Seven-part evidence audit
- Competitor source comparison
- Prioritized implementation backlog
- Instant browser report + downloads
Base: 5 USDC
06Learn before
Learn before
you pay
Use the free checklist, inspect a complete fictional example, or read the audit guide for your category.
01
Free checklist
Audit your entity clarity, evidence, answers, and crawl readiness before ordering.
Read guide →02Full sample report
See the scoring, evidence standards, limitations, and prioritized backlog.
Read guide →03For AI startups
Understand the evidence gaps that can make a strong AI product difficult to retrieve and cite.
Read guide →04For crypto projects
Check identity, claims, sources, freshness, and machine-readable public evidence.
Read guide →05AEO & GEO guide
Turn answer-engine readiness into concrete implementation decisions.
Read guide →06For SaaS companies
Strengthen product clarity, pricing answers, proof, comparisons, and shortlist readiness.
Read guide →07For developer tools
Connect public documentation, technical answers, benchmarks, and source evidence.
Read guide →08For fintech
Clarify product roles, trust claims, operating context, and attributable sources.
Read guide →09For cybersecurity
Define product boundaries and support assurance, architecture, and comparison claims.
Read guide →10For ecommerce
Improve product facts, policy answers, trust evidence, and structured-data readiness.
Read guide →07
Before you order
Is this a live ranking tracker?
No. It is a point-in-time evidence and technical readiness audit of public web information. AI outputs vary by model, prompt, location, and time; no recommendation or ranking is guaranteed.
What happens after I paste the transaction hash?
The server verifies the exact transfer against the signed quote, then inspects public HTML, metadata, schema, crawl endpoints, recency signals, source links, and the supplied competitor homepages. The report renders in the browser.
Which networks and tokens are accepted?
Only the exact USDC or USDT token shown for BNB Smart Chain (BEP20) or Solana. Do not use Ethereum, Tron, Polygon, Base, another token with the same symbol, or another network.
Why is the amount slightly above 5?
The signed quote adds a random suffix below 0.10 stablecoin. That exact amount helps distinguish concurrent orders and makes unrelated on-chain transactions unusable for a new audit scope.
What information is inspected?
Only public pages and machine-readable endpoints. Never submit passwords, private dashboards, wallet keys, seed phrases, customer data, or non-public URLs.
What if verification is temporarily delayed?
Wait for finality, then retry with the same signed quote and transaction hash. BSC requires at least three confirmations; Solana requires finalized status. The paid quote remains redeemable for seven days.