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AI VisibilityUpdated July 4, 2026

Perplexity-Style Source Review

Review whether a page is cite-worthy for answer engines that lean on sources.

Use case: Use when deciding whether a page is strong enough to be cited or summarized.

Prompt

Review this page as if an answer engine were deciding whether to cite it for the target question.

Page URL: {{page_url}}
Target question: {{target_question}}
Page copy: {{page_copy}}
Business proof available: {{business_proof}}

Score the page from 0-10 for:
- Direct answer quality
- Evidence and specificity
- Trust and freshness
- Local or industry relevance
- Clarity for extraction

Then list the top 5 edits that would make the page more cite-worthy. Do not rewrite the whole page unless asked.

Quality bar:
- Score source coverage, answer clarity, and trust proof separately.
- List the pages, profiles, or listings that should be fixed first.
- Flag claims that need public evidence before they can influence AI answers.
- When prioritizing, use a table with recommendation, why it matters, effort, impact, owner, and verification check.
- Separate evidence, assumptions, recommendations, and limits so the output cannot be misread as a guaranteed claim.
- Flag any wording an AI answer could overstate, misquote, or detach from its source.

Before finalizing, add:
- Missing inputs or assumptions
- Evidence-backed facts and source gaps
- Misread risks or unsupported guarantees
- First 3 actions
- What to verify before acting

Adaptation notes

  • Paste the actual page text, not only the URL.
  • Use one target question per run.
  • Prioritize edits that improve factual clarity.
  • Before publishing, verify the output separates evidence, assumptions, limits, and recommendations so AI answers cannot turn guidance into a guarantee.

Quality checks

Strong prompt output should survive these checks before it turns into copy, automation, or a sales action.

  • Does it separate owned-site fixes from third-party source gaps?
  • Does it say which facts AI systems can verify publicly?
  • Does it avoid fake citations, fake reviews, and invented authority?

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