Fact-Check AI SEO Recommendations

A six-stage method to verify AI SEO advice before you act

By Asfand Yar Junejo · tap to start

The short answer

IN ONE PARAGRAPHAI-generated SEO advice should be fact-checked by verifying its claims, examining its sources, confirming the guidance is current, and checking that the action addresses a demonstrated problem on your website.

Six stages of the Evidence Review (1/2)

1. 1
   Preserve the adviceRecord the original recommendation, prompt, model and date.
2. 2
   Verify the evidenceCheck that the cited sources exist and support the claim.
3. 3
   Confirm currency and scopeIs the guidance current, and does it apply to this site?

Six stages of the Evidence Review (2/2)

1. 4
   Check the websiteConfirm the diagnosed problem actually exists.
2. 5
   Challenge the diagnosisLook for other explanations and the cost of being wrong.
3. 6
   Record the decisionAccept, modify, hold or reject, with the evidence kept.

Eight ways AI SEO advice fails

• RF-01 Fabricated authorityAn invented Google requirement
• RF-02 Source misreadEligibility treated as guaranteed appearance
• RF-03 Outdated guidanceA discontinued Google feature
• RF-04 Wrong diagnosisCannibalization claimed from query overlap alone

Eight ways AI SEO advice fails

• RF-05 Context mismatchGeneral advice on unsuitable URLs
• RF-06 Unsupported causeOne event blamed for a traffic decline
• RF-07 Implementation riskBroad indexing changes, scope unchecked
• RF-08 Outcome guaranteePromised rankings or citations

Asfand's take

THE BOTTOM LINEA genuine Google citation does not prove an AI recommendation is right: the document must support the claim and apply to your website.

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