elections

4 notes carry this tag — 3 claims, 1 capture. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

A chatbot's assumed partisan persona shifts election-answer exposure more than rewriting a single webpage does, in VoteGEO-Bench (Zhang & Xiao 2026)

claim seedling Tier 1 2026-10-18 · GEO, generative-engine-optimization, elections, LLM, political-persuasion
Reorganizing a webpage's structure or strengthening its argumentation beats adding evidence or changing wording, for AI-election-answer visibility, in VoteGEO-Bench (Zhang & Xiao 2026)

claim seedling Tier 1 2026-10-18 · GEO, generative-engine-optimization, elections, LLM, information-retrieval
Target-specified webpage rewriting raises a party's AI-answer exposure far more reliably than target-unspecified rewriting, in VoteGEO-Bench (Zhang & Xiao 2026)

claim seedling Tier 1 2026-10-18 · GEO, generative-engine-optimization, elections, LLM, information-retrieval
VoteGEO-Bench: Measuring the Impact of Generative Engine Optimization on Electoral Visibility (arXiv:2610.21330) — capture

capture promoted Tier 1 2026-10-17 · GEO, generative-engine-optimization, elections, LLM, information-retrieval