AEO / GEO for DTC — practical checklist

AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) are the work of becoming the brand AI systems name, cite, and recommend. On Shopify, that work is concrete: crawlers, schema, citable pages, citations, and a fixed measurement panel.

Definitions: What is AEO? · What is GEO?. Taxonomy vs SEO: AEO vs GEO vs SEO.

The four workstreams

1. Access — can AI systems fetch your HTML?
2. Understanding — is the product/brand machine-readable?
3. Citability — can answers extract facts from your pages?
4. Proof + measurement — do third parties corroborate you, and can you track SoV weekly?

Technical checklist (Access + Understanding)

• [ ] AI bots allowed in robots.txt (robots guide)
• [ ] Homepage + PDPs fetchable without bot challenges (security apps)
• [ ] Organization + Product JSON-LD valid (JSON-LD guide)
• [ ] GTIN / price / availability for Shopping (GTIN)
• [ ] llms.txt at domain root (primer, advanced)
• [ ] Brand entity string consistent (entity consistency)

Content checklist (Citability)

• [ ] Top collections open with a direct answer (collection pages)
• [ ] Hero PDPs have “best for” + specs in HTML (PDP optimization)
• [ ] FAQs match real shopper prompts from /ask
• [ ] Writers use citability briefs (brief template)
• [ ] Category-modified checklists applied under /guides

Citations + distribution checklist

• [ ] Target the prompts you lose most often
• [ ] Pitch useful data to publishers/reviewers (citation strategy)
• [ ] Keep cited URLs stable and fetchable

Measurement checklist

• [ ] Fixed prompt panel (do not rotate weekly)
• [ ] Multi-model SoV tracked (methodology)
• [ ] Weekly operating rhythm (cadence)
• [ ] Scorecard reviewed by an owner (scorecard)

Multi-model reality check

Optimize for ChatGPT and Claude, Perplexity, and Gemini. Start here: multi-model strategy.

Do it yourself or done-for-you

DIY path: from zero to mentioned + free scan.

Implementation path: Fix Sprint.

Internal program: building an internal AEO program.