search visibility

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ipullrank.com

Free

Report

Marketing & Platform Tools

ContextVendor researchAuthor sells services

iPullRank: 13 Things Google Search Console Ranking Data Says

Published

2026-11-12

Agency analysis of Google Search Console data from 166 brands and 272 properties over roughly 16 months. Discusses click-through rates, branded versus unbranded queries and search visibility; its portfolio-level observational findings should not be treated as universal benchmarks or proof of causation.

#seo#search-console#search-visibility#marketing

ipullrank.comAdded Nov 13, 20260 opens

arxiv.org

Free

Research Paper

Marketing & Platform Tools

Context

From Citation Selection to Citation Absorption: A Measurement Framework for Generative Engine Optimization Across AI Search Platforms

Authors

Zhang Kai, He Xinyue, Yao Jingang

Venue

arXiv — preprint, not yet peer-reviewed

Published

2026-04-29

ID

arXiv:2604.25707

Preprint, not yet peer-reviewed. Zhang Kai, He Xinyue and Yao Jingang propose separating source selection from how much a cited page contributes to an AI-generated answer. Their analysis of 602 prompts compares ChatGPT, Google AI Overview/Gemini and Perplexity; descriptive associations do not establish a causal recipe for ranking or visibility.

#geo#seo#ai-search#citation-absorption#search-visibility

arxiv.orgAdded Nov 13, 20260 opens