SEO vs GEO Checklist
A practical checklist comparing traditional SEO and generative engine optimization for AI visibility, crawlability, source clarity and conversion.
When to use this
Use this when deciding whether AI visibility work is a separate project or a focused extension of normal technical SEO.
What is the same
Technical crawlability, indexability, fast public pages, useful content, internal links, schema and trust signals still matter. AI search does not rescue pages that normal crawlers cannot access or understand.
- HTTP 200 public URLs
- Canonical URLs and no accidental noindex
- Readable HTML and clear headings
- Helpful page-level answers
- Structured data aligned with visible content
What changes
GEO adds more emphasis on source clarity: concise answer blocks, entity definitions, citation-ready facts, crawler policy and content that can be summarized without a visual UI.
Checklist
Make the answer to each target query visible in the initial HTML.
Add direct definitions, use cases, pricing summary and FAQ sections.
Create comparison and problem pages for long-tail buying intent.
Keep crawler policy explicit for AI search bots.
Measure conversions, not just impressions.
FAQ
What does SEO vs GEO Checklist check first?
Make the answer to each target query visible in the initial HTML.
Does this guarantee ranking or inclusion in AI answers?
No. It checks public technical signals that can make a page easier to crawl, parse and cite, but no tool can guarantee ranking, indexing or citation in ChatGPT, Claude, Perplexity or Google.
Should I fix robots.txt, llms.txt or page rendering first?
Fix public reachability, indexability and readable initial HTML first. robots.txt should express crawler policy, and llms.txt is optional supporting documentation rather than a replacement for normal search fundamentals.
Next step
Use AIO Checker to find the technical gaps between classic SEO readiness and AI answer-source readiness.
Scan your site