A readiness checklist for Generative Engine Optimization (GEO). Frames GEO as dependent on foundations already central to good SEO — coherent content architecture and topical clustering, consistent entity information, demonstrable E-E-A-T, and complete structured data — and directs readers to the canonical deep guides for each. Distinguishes topical authority (breadth) from semantic depth (depth) as the two dimensions of subject mastery that make content citable by AI answer engines.
Generative Engine Optimization tactics — answer capsules, fact density, citation engineering — only pay off on solid foundations. Before investing in GEO, confirm the prerequisites below are in place. Each is covered in depth elsewhere; this page is the on-ramp.
The two dimensions of subject mastery
AI answer engines cite sources that demonstrate genuine command of a topic. That command has two dimensions:
- Topical authority — the breadth of your expertise across a subject area. Cover the full range of related topics.
- Semantic depth — the depth within a single topic: its entities, attributes, and relationships, covered from multiple angles.
They reinforce each other, and a mature content program builds both. For the architecture that delivers them, see Content Clustering for Semantic Depth and Topical Authority and Clustering.
Readiness checklist
| Prerequisite | What “ready” looks like | Deep guide |
|---|---|---|
| Content architecture | Pillar, sub-pillar, and spoke pages interlinked into coherent clusters | Content Clustering |
| Entity consistency | Name, description, and key facts identical across your site, directories, and profiles | From SEO to GEO |
| E-E-A-T signals | Named authors with credentials, cited sources, verifiable case studies | E-E-A-T Signals |
| Structured data | Valid Article, FAQPage, Product, and Organization schema on relevant pages |
Schema and Rich Results |
| Machine-readable structure | Clear heading hierarchy, atomic paragraphs, summaries, lists, and tables | GEO: Getting Cited in AI Answers |
Next steps
Once the foundations hold, move to the tactics:
- GEO: Getting Cited in AI Answers — the four core strategies
- The GEO Playbook — on-page and off-page citation tactics
- Cross-Source SEO Analysis with AI — measuring whether it’s working
- GEO Readiness
- Topical Authority
- Semantic Depth
- Content Clustering
- Entity Consistency
- E-E-A-T
More Guides
Run disciplined SEO A/B tests in seven steps — one metric, two variations, randomized segments, run to significance, track, analyze the winner, and iterate.
Build a topic cluster in seven steps — select and score a pillar, validate it, map subtopics, align to intent, architect internal links, publish, and measure.
Prepare your site for AI search in five steps — content architecture, entity consistency, E-E-A-T, structured data, and machine-readable structure.
Get your content cited by AI in seven steps — answer capsules, link-free extraction, original data, digital PR, community presence, consistent messaging, and tracking.
A seven-step walkthrough for setting up Google Search Console on a new site — property type, DNS verification, sitemap, GA4 link, users, URL checks, and a monitoring routine.