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Reporting & Automation

File every AI-legibility fix as a ticket

Your AI-legibility findings become tickets — each with the recommended fix already attached.

MentionOwlClaudeLinear

What this play does

MentionOwl's legibility report tells you what's stopping the models from reading your site cleanly. This turns each finding into a ticket your engineers can pick up, fix attached.

The loop

  1. 1

    MentionOwl runs the AI-legibility report for your site.

  2. 2

    Your agent turns each finding into a ticket with the fix and the why.

  3. 3

    Tickets land in your tracker, tagged and prioritised.

What you get

  • Findings converted to actionable tickets
  • The recommended fix on every one
  • GEO work that flows through your normal process

The owl’s part

The MentionOwl data and MCP tools this play leans on.

AI legibility reportMCP: get_ai_legibility_reports

Example agent prompt

Paste this into any agent with the MentionOwl MCP connected. The owl answers for the MentionOwl parts; your agent handles the rest.

MentionOwl MCP connected

Pull the latest AI-legibility report for our site. For each issue, create a ticket titled with the problem, the recommended fix in the body, and a priority based on impact — and tag them 'ai-legibility'.

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