Library

Everything you need to win in AI search.

Practitioner-led guides on AEO strategy, AI visibility metrics, content, owned media, reviews, outreach and engine-specific playbooks.

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LibraryAEOGEOMetricsContentOwned mediaReviews
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Browse by topic.

The library is organised around the work — measurement, content, owned media, citations, reviews and engine-specific tactics.

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AEO strategy & operating model

Stand up and run an answer engine optimization function — prompt portfolios, cadence, stakeholders, ROI.

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AI visibility metrics

Make share of voice, citation rate, answer presence and confidence tiers actionable.

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Content strategy from AI signals

Use prompt-result data to brief, refresh and prioritise content that gets cited.

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Owned media & the citation flywheel

Why content-rich sites get cited more — internal linking, FAQ engineering, topical authority.

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UGC, Reddit & forums

When and how user-generated content drives AI citations across sectors.

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Reviews & review platforms

How AI engines weight G2, Trustpilot, Google, app stores — and the playbook for earning them.

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PR, outreach & earned mentions

Earn listicle placement, journalist coverage and directory inclusion as AI citation fuel.

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Engine-specific playbooks

What ChatGPT, Perplexity, Gemini / AI Overviews and Claude each reward.

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Why websites still matter

Crawlability, schema, llms.txt, page architecture for the generative era.

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Sector deep-dives

AEO playbooks for SaaS, ecommerce, agencies, local, healthcare, fintech, legal, education and more.

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From theory to practice

Run the playbooks against your own brand.

Citations.io operationalises everything in the library — Visibility Score, prompts, citations and competitive SOV in one workspace.