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Sample · readiness only

Sample AI Visibility Readiness report

Illustrative structure. This tool does not query ChatGPT, Gemini, or Perplexity. It measures readiness and extractability from public HTML only.

Run readiness scoreSEO & AI Visibility

AI Visibility Readiness Score

This is not an observed answer-engine mention score. It does not query ChatGPT, Gemini, or Perplexity.

LoudScale report

northflow.example.com

B2B SaaS · entity clarity is moderate

  • Model · AIR-v1
  • Confidence · medium
  • Single public URL

AI visibility readiness

71/100

Grade C

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

How the page scored across AI visibility pillars

  • Entity clarity82
  • Offer extractability74
  • Answer-first structure48
  • Evidence for citation55
  • Comparison / alternatives framing38
  • Schema coverage70
  • Trust signals (About, authors, policy)64

What to do first

  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

What this report does not measure

  • 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.