SEO is dead
Wrong. GEO needs the SEO foundation to be crawlable and trustworthy.
GEO vs SEO: not a replacement, an upgrade layer
GEO depends on the same foundations as SEO: crawlability, useful content, trust, and authority. The difference is that success is measured by AI citation and brand visibility, not only rankings.
Editorial trust
Written and reviewed by MaynorAI团队
Every page is maintained as a practical GEO reference: content is updated during site releases, tool logic is documented, and methodology notes explain how recommendations are selected.
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- MaynorAI团队
- Reviewer
- MaynorAI团队
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Comparison
SEO optimizes rankings. GEO optimizes citations.
#| Dimension | SEO | GEO |
|---|---|---|
| Primary surface | Search result pages | AI-generated answers |
| Success metric | Rankings, CTR, organic sessions | Citations, brand mentions, AI visibility |
| Content style | Keyword and topic coverage | Answer-first, evidence-backed, extractable passages |
| Technical focus | Indexation, speed, links | AI crawler access, schema, entity clarity |
| Maintenance | Monthly content updates | Weekly citation and platform checks |
Common mistakes
Three GEO misconceptions
#More content is enough
Wrong. Clear structure and verifiable evidence matter more than length.
Small sites cannot win
Wrong. Focused pages can win long-tail AI citations when they answer better.
Priority judgment
When to fix SEO first and when to add GEO first
#| Scenario | Start with | What to watch |
|---|---|---|
| A new page just launched | SEO basics: crawlability, titles, internal links, and indexation | Whether it enters search results. |
| A page gets traffic but no citations | GEO signals: direct answers, FAQs, schema, and sources | Whether AI systems mention it. |
| The brand should be recommended | Entity and third-party signals | Whether the brand appears in answers. |
Page review
Who maintains this page
This page is maintained as an editorial and tool reference, with visible update dates, source links where available, and a correction path for factual issues.
MaynorAI团队 maintains the content, examples, and tool behavior for GEO Guide.
Recommendations are checked against page purpose, source quality, crawler access, schema consistency, and user-facing usefulness.
If a definition, workflow, source note, or tool output looks outdated, send the URL and section link so it can be reviewed.
Reading path