AEO vs GEO vs SEO
A practical distinction between search rankings, answer visibility, and generative citations.
Definition
SEO optimizes pages for ranked search results, AEO optimizes answers for direct-response engines, and GEO optimizes content for inclusion in generated summaries.
Why It Matters
Brands often assume strong SEO automatically creates AI visibility. AI engines may cite sources that are clearer, more authoritative, or more corroborated than top-ranking pages.
How AI Uses It
AI systems may use search indexes, structured data, product feeds, reviews, and retrieved passages. SEO can get content discovered; AEO and GEO help it become answer material.
Commerce Example
For 'best running shoes for flat feet,' SEO targets ranking, AEO answers fit questions, and GEO supplies comparison evidence AI can synthesize.
Copy/Paste Prompts
Replace the bracketed placeholders and run these prompts against your priority product lines, categories, or brand pages.
Classify these 100 queries as SEO, AEO, GEO, or blended opportunities. Recommend the best content format for each: [PASTE QUERIES].Build a visibility scorecard for [brand] across Google Search, AI Overviews, ChatGPT, Gemini, Perplexity, Copilot, and Amazon Rufus.Optimization Checklist
- Map query intent by funnel stage.
- Track rankings, answer inclusion, and recommendation share separately.
- Add direct answers to pages that already rank.
- Create comparison evidence for prompts that ask for recommendations.
- Maintain product data and schema parity.
Common Data Gaps
| Gap | Why AI Struggles | Fix |
|---|---|---|
| One dashboard for every visibility type | AI answers, citations, and rankings move differently. | Separate SERP rank, answer inclusion, and AI recommendation metrics. |
| No prompt taxonomy | Teams cannot diagnose which behavior changed. | Group prompts by informational, comparison, local, and purchase intent. |
| Missing off-site authority map | AI may cite review sites, forums, and media instead. | Track authoritative third-party sources by topic. |
Downloadable-Style Artifacts
Copy this structure into a spreadsheet, Notion page, or internal ticket.
AEO vs GEO vs SEO operating worksheet
| Primary audit question | Map query intent by funnel stage. |
|---|---|
| Highest-risk gap | One dashboard for every visibility type |
| First fix to ship | Separate SERP rank, answer inclusion, and AI recommendation metrics. |
| Success metric | Organic rank |
| Retest cadence | Monthly or after material catalog changes |
Title: Improve AEO vs GEO vs SEO readiness for [PRODUCT / CATEGORY]
Observed issue:
[WHAT THE AI ANSWER MISSED OR MISSTATED]
Most likely data gap:
One dashboard for every visibility type
Recommended fix:
Separate SERP rank, answer inclusion, and AI recommendation metrics.
Affected prompt:
[PASTE PROMPT]
Owner:
[TEAM OR PERSON]
Acceptance criteria:
- Map query intent by funnel stage.
- Track rankings, answer inclusion, and recommendation share separately.
- Track: Organic rank
- Prompt test has been re-run after publicationCommon Mistakes
- Calling every AI tactic SEO.
- Optimizing only blog posts.
- Assuming schema alone creates recommendations.
- Reporting AI referral traffic as the full picture.
What To Measure
- Organic rank
- Answer inclusion
- AI citation share
- Product recommendation share
Strategic Takeaway
SEO gets you found; AEO gets you answered; GEO gets you synthesized into decisions.