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Sample · readiness only

Sample AI Visibility Readiness report

Illustrative structure. This tool does not query ChatGPT, Gemini, or Perplexity. For actual prompt tests, use the AI Visibility Snapshot.

Run readiness scoreActual visibility snapshot

AI Visibility Readiness Score

This is not an observed answer-engine mention score. Use the AI Visibility Snapshot for actual ChatGPT, Gemini, or Perplexity testing.

LoudScale · Sample Report
PDF · 8 PAGES
Model · AIR-v1Confidence · mediumSingle public URL

northflow.example.com

B2B SaaS · entity clarity is moderate

AI visibility readiness

Grade C
71/100

Mixed readiness. Priority: answer-first structure. Not a measured ChatGPT visibility score.

Dimension scores

How the page scored across AI visibility pillars

  • Entity clarity
    82
  • Offer extractability
    74
  • Answer-first structure
    48
  • Evidence for citation
    55
  • Comparison / alternatives framing
    38
  • Schema coverage
    70
  • Trust signals (About, authors, policy)
    64

Top opportunities

Prioritized next actions

  1. 01

    Limited answer-first structure

    No BLUF summaries or FAQ blocks on core claims — answer engines can't easily extract a confident snippet.

    → Add FAQ and BLUF summaries for the top 5 claims

  2. 02

    Thin evidence for citation

    Few original examples, numbers, or measurable outcomes on the homepage.

    → Add 3 original data points or case-study metrics

  3. 03

    No competitor / alternative framing

    No alternatives or comparison content to position the brand for buyers using prompts like 'best X for Y'.

    → Publish a careful alternatives page with evidence

Limitations

  • Not an observed ChatGPT / Gemini / Perplexity mention.
  • No OAI-SearchBot access proof from HTML alone.
  • No rankings, backlinks, or private analytics.
  • Single-page inspection — not a full crawl.

Readiness only · use AI Snapshot for actual visibility