Research collaboration — request for interest

For researchers on methodology collaboration (multi-rater reliability, citation outcomes, convergent validity). Email is an interest signal only — we do not publish pre-registration protocols or raw pilot data on this page.

Content v1.0.118 · Framework v0.4.7

What we share publicly

On-page GEO/AEO Digital Visibility Score readiness methodology framing
Honesty limits: not guaranteed rankings, Maps pack, leads, or AI citations
Links to public methodology and sources pages

What we do not publish here

Live multi-rater protocols or unreleased pilot sheets
Citation ground-truth protocols or outcome tables before archive gates
Customer data or identifiable pilot URLs

Contact

Email contact@geosummit.ai with subject Research RFI — GeoSummit and a short note on affiliation, research question, and whether you are interested in dual-expert reliability or citation-pilot collaboration. Company details: Company.

This page is for research interest only — not customer support for audit deliverables.

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