Who This Guide Is For
- CMOs, marketing procurement, and legal teams running GEO vendor RFPs
- In-house digital leads vetting analytics and agency partners
- Audit the evidence chain: verify named engines, multi-round sampling windows, raw screenshots, and sentence-level URL attribution.
- Spot red flags early: fixed-ranking promises or reliance on unverified gimmick files signal weak empirical grounding.
- Inspect the vendor's own site: a credible GEO partner practices clean SSR HTML, explicit definitions, and disciplined claims.
1. Standards 1–4: Verifying Measurement Integrity
(1) Does the provider name exact continuously monitored engines rather than vague totals? (2) Are metric formulas and deduplication rules explicit? (3) Are prompts sampled repeatedly across windows rather than cherry-picked from single runs? (4) Can you inspect sentence-level cited URLs and archived screenshots?
2. Standards 5–7: Verifying Execution & Compliance
(5) Do deliverables include concrete on-site product page specifications? (6) Can the team operate natively across both China and Global AI ecosystems? (7) Does the provider uphold strict regulatory disclosure standards and refuse misleading ranking claims?
Practitioner Recommendations
- Ask for a live walkthrough drilling from a summary chart down to a timestamped answer screenshot
- Confirm clear separation between brand mention rate and domain citation rate
- Involve legal/compliance early to review advertising and AI disclosure practices
Frequently Asked Questions
Why shouldn't we pay strictly per published article?
Should we hire an agency pitching special AI text files as a magic shortcut?
Implementation Checklist
- Score shortlisted vendors across all 7 standards
- Request sample reports showing sampling denominators
- Verify on-site technical and editorial capability
- Confirm compliant contract terms