ai-search-landscape

How each major AI search platform selects, weights, and cites sources. Use this to calibrate your optimization strategy per platform.

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# AI Search Landscape

How each major AI search platform selects, weights, and cites sources. Use this to calibrate your optimization strategy per platform.

Last updated: 2026-03 — this landscape changes fast. Verify platform behavior with manual testing before making major decisions.

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## The Fundamental Model

Every AI search platform follows the same broad pipeline:

1. **Index** — Crawl and store web content (or use a third-party index)
2. **Retrieve** — For a given query, retrieve cand
How to Use

Recommended: Install to project (local)

mkdir -p .claude/skills
curl -o .claude/skills/ai-search-landscape.md \
  https://raw.githubusercontent.com/alirezarezvani/claude-skills/main/marketing-skill/ai-seo/references/ai-search-landscape.md

Skill is scoped to this project only. Add .claude/skills/ to your .gitignoreif you don't want to commit it.

Alternative: Clone full repo

git clone https://github.com/alirezarezvani/claude-skills

Then reference at marketing-skill/ai-seo/references/ai-search-landscape.md

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