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What is generative engine optimization?

Generative engine optimization (GEO) is making a page extractable and citable by AI answer engines. In Aaron Marketing Skills that job belongs to geo-content-optimizer, thenCORE-EEAT andCITE — not a hosted “get cited” tool and not a ranking guarantee.

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Install skillsnpx skills add …Hire AI Staff
More install paths (Claude marketplace, Portable Lite, SkillHub…)

TL;DR

Definition (answer-first)

Generative engine optimization is the discipline of structuring owned content so an AI answer engine can lift a standalone definition, a sourced quotable statement, and a factual table without inventing context. Target engines named in the skill: ChatGPT, Perplexity, AI Overviews, Gemini, Claude, Copilot.

Demand: needs_semrush — US volume / KD for “what is generative engine optimization” / “what is GEO” is not locked in-repo. Do not invent.

CORE-EEAT / CITE outline

  1. Survey — keyword-research, serp-analysis, content-gap-analysis. Label every volume Measured / User-provided / Estimated / Unknown.
  2. Implement — content-writer for the page; geo-content-optimizer for 25–50 word definitions, quotable facts, Q&A, FAQ schema that matches visible content.
  3. Tune — content-quality-auditor (CORE-EEAT, 80 items / 8 dimensions). GEO-first self-check: C02, O03, O05, E01. Veto T04, C01, R10.
  4. Evaluate — domain-authority-auditor (CITE, 40 items). Veto T03, T05, T09. Trust labels are explanatory only.

Operator sequence: GEO / AI citations use case. Catalog: SEO/GEO skills.

What we can and cannot measure

Citability (proxy)

Hand a live-fetch engine the URL and the target query. Minutes-scale. The skills repo labels this a proxy for ChatGPT / Perplexity / AI Overviews — different indexes, different retrieval.

Unprompted surfacing

Whether an engine cites you without being handed the URL. Week-scale, crawl-gated, confounded. Outcome deltas need a control group. Not a Day-1 promise.

Related: SEO vs GEO· GEO tools· Install· Docs

FAQ

What is generative engine optimization?
GEO is the practice of making owned content extractable and citable by AI answer engines — ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude, and Copilot — then gating it with CORE-EEAT before publish.
Does GEO replace SEO?
No. SEO still owns crawl, rank, and click. GEO owns answer shape, quotable facts, and citation readiness. AMS runs both in the SEO/GEO SITE loop. See /guides/geo/seo-vs-geo.
Can you quote a search volume for “what is GEO”?
Not on this page. No Semrush row for this query is locked in-repo. Marked needs_semrush — we do not invent volumes.

These skills assist brand-narrative, SEO/GEO, influencer-marketing, paid-ads, email-marketing, product-launch, and organic-social workflows but do not guarantee rankings, AI citations, traffic, engagement, conversions, ROAS, deliverability, or business outcomes. Compliance checks are guidance, not legal advice.