What is a Free Launch Scan?

A Free Launch Scan is a homepage-only public scan that produces a bounded AI readiness snapshot with scores, top issues, and brief evidence.

Does Lumora guarantee AI rankings?

No. Lumora improves clarity, structure, and evidence. It does not promise rankings, citations, or recommendations.

What does Lumora check?

Lumora checks visible website clarity, launch readiness signals, buyer-question coverage, trust evidence, and machine-readable structure.

Can I scan any website?

You can submit public HTTP or HTTPS websites. Lumora blocks localhost, private networks, unsafe ports, and unsupported URLs.

Lumora only scans publicly accessible pages and does not bypass logins, paywalls, or private content.

Lumora

AI Launch Intelligence for AI Builders

Built with AI? Now make it discoverable.

Lumora scans your product site and shows whether AI assistants and buyers can understand what you built, who it is for, and why it should be trusted.

Run Free Scan View Sample Report

Evidence-basedPublic pages onlyNo AI ranking promises

The core question

Will AI understand, trust, and discover my product?

Lumora simulates how AI assistants and buyers may interpret your public-facing presence so you can launch with clarity.

What Lumora checks

Launch-critical product signals, not vanity metrics.

Product clarity

Can the site say what the product is in concrete terms?

Buyer-question coverage

Does the site answer what buyers ask before trying it?

AI perception readiness

Can a deterministic buyer scenario find enough evidence?

Trust evidence

Are proof, security, and documentation signals visible?

Machine-readable structure

Are metadata, schema, and AI-readable assets present?

Launch readiness

Are pricing, onboarding, use cases, and comparison context clear?

How it works

A URL-first launch check in four steps.

Enter your URL

Use example.com, www.example.com, or a full HTTPS URL.

Lumora scans public pages

The scanner respects safety boundaries and avoids private content.

Get a free snapshot

See scores, top blockers, and limited evidence before creating an account.

Unlock the full report

Review buyer-question gaps, priority fixes, and implementation assets.

Why builders need this

Most AI-built products are shipped before they are explainable.

A product can exist, but if the website does not clearly state category, buyer, use case, proof, and next step, AI assistants and buyers may struggle to understand it.

Who it is for

Made for builders shipping before they have a marketing team.

AI buildersVibe codersIndie hackersMicro SaaS foundersSolo foundersSmall startup teams

What a report preview

Evidence-based insights from AI's point of view.

Lumora evaluates your messaging, positioning, evidence, and trust signals, then gives you a clear plan to improve.