Sample

See what a Lumora report reveals

A Lumora report turns a product website scan into a practical launch diagnosis: what buyers can understand, what AI assistants may struggle with, and what to fix first.

Fictional demo domain: example-ai-product.test. This sample is illustrative and does not represent a real customer.

78

Overall Score

Moderate

The site has useful launch signals, but category and audience evidence still need work.

72

Launch Readiness

Needs clarity

Pricing, onboarding, and comparison context are present but incomplete.

64

AI Perception

Partial evidence

Buyer-scenario checks find some evidence, but core positioning gaps remain.

Executive diagnosis

  • Understood: workflow automation outcome
  • Unclear: product category and target buyer
  • Risk: AI assistants may not know when the product is relevant
  • Quick win: rewrite the hero with category, audience, and outcome

AI Perception Simulation

Scenario: Category Discovery

Weak - 42

Could an AI assistant understand what category this product belongs to?

  • Current answer: Partial evidence found, but important signals are missing.
  • Missing signals: product category, target audience, comparison context
  • Recommended action: add a clear homepage category phrase.

Buyer Question Gap

  • Missing: Who is this product best for?
  • Missing: What does it replace or improve?
  • Present but weak: pricing expectations and setup effort.

Priority Fix Roadmap

  • 1. Clarify product category in the hero.
  • 2. Define the target buyer and use case.
  • 3. Add a short FAQ for setup, pricing, integrations, and alternatives.
  • 4. Add SoftwareApplication schema and visible trust evidence.

Locked vs unlocked

The Free Snapshot shows scores, top issues, and limited evidence. The unlocked report adds scenario details, buyer-question gaps, implementation assets, and priority fixes.

Run a free scan

Implementation assets

  • llms.txt draft outline with TODO placeholders for missing facts.
  • Schema suggestions for product name, category, description, and FAQ.
  • Developer checklist for headings, metadata, FAQ, comparison page, and trust sections.

Lumora does not promise rankings, citations, recommendations, traffic, or launch outcomes.