Research and editing
Official docs, public cases, and reproducible tests come first.
About GEO Guide
GEO Guide is a practical knowledge hub for SEO teams, publishers, independent builders, and brand operators who want to understand AI search visibility and citation behavior.
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.
- Author
- MaynorAI团队
- Reviewer
- MaynorAI团队
- Last updated
Scope
What we cover
#GEO Guide explains Generative Engine Optimization through educational guides, implementation checklists, tool pages, case templates, and visibility tracking workflows. The goal is to improve the probability that AI answer engines can understand, verify, summarize, and cite a page.
Team and responsibilities
How the MaynorAI team maintains the site
#Development and release
Keep the site crawlable, indexable, and consistent with technical files.
Corrections and review
Reader feedback, citation changes, and policy changes all trigger a recheck.
Editorial principles
How we keep the content useful
#Answer-first
Important pages start with direct answers before context and caveats.
Verifiable
Guidance is broken into page structure, schema, crawler access, links, and monitoring actions.
Maintained
Core pages are updated as AI search behavior, crawler policies, and citation formats change.
Limitations
We do not guarantee rankings or citations
#AI citation behavior depends on indexes, retrieval systems, model behavior, site authority, external mentions, and content quality. This site is educational and does not provide legal, medical, financial, or investment advice.
Sourcing
How we choose sources and corrections
#We prefer first-party documentation, public platform policies, reproducible tests, and clearly stated examples. When a page needs a correction, we update the page, keep the content readable, and avoid hiding the change behind vague marketing language.
Official docs first
Platform and schema references come from primary sources whenever possible.
Tests when useful
We use reproducible examples to verify crawler, schema, and visibility behavior.
Corrections visible
Reader feedback is used to fix the page, not to obscure the issue.
Source hierarchy
What sources we trust most
#| Source type | How we use it | Best use case |
|---|---|---|
| Official docs | As the first source for rules and definitions | Platform policy, schema, crawler, and privacy |
| Public tests | To verify real crawling and citation behavior | Tutorials, tool pages, and monitoring flows |
| Site history | To track versions, corrections, and update dates | Methodology, update logs, and case pages |
| External cases | As reference points, not final conclusions | Strategy comparisons and content redesign ideas |
What to send
What helps us fix a page faster
#- The page URL and the specific line, table, or tool step that is wrong.
- A public source link or screenshot that supports the correction.
- A short note if the issue is about UX, structure, or missing examples rather than a factual error.
- A related page suggestion if the content should be linked from another place on the site.
Editorial workflow
How a core page is researched and updated
#- Start from a real search question, AI answer sample, or tool workflow.
- Check official documentation, public cases, and repeatable tests before writing.
- Review title, description, table of contents, schema, internal links, and readable HTML before release.
- Keep the page discoverable through update notes, site search, and sitemap entries after release.
Update cadence
When a page should be revisited
#- When platform rules, crawler behavior, or answer layouts change, update methodology and tutorial pages first.
- When new evidence, cases, screenshots, or constraints appear, update tool pages and case studies first.
- When a statement becomes outdated, misleading, or inconsistent with visible content, correct the copy before publishing again.
Scope
This site is more like an execution manual than a slogan wall
#| Page type | What it gives you | Who it is for |
|---|---|---|
| Tutorials and methodology | Steps, checks, decision points, and common mistakes. | Readers who are learning GEO from scratch. |
| Tool pages | Hands-on check, generation, and preview modules. | People who want to turn the workflow into actions. |
| Case pages | Reusable actions, constraints, and observed outcomes. | Readers who want a real transformation path. |
| FAQ and resources | Common questions, official sources, and next steps. | People who want to verify or review quickly. |
What we do not do
These things will not appear in GEO Guide
#Ranking promises
We do not promise keyword rankings, AI citation positions, or ad revenue.
Fake proof
We do not present unverified cases, numbers, or partnerships as facts.
Black-box conclusions
We do not give conclusions without sources, conditions, and limits.
Reading order
The fastest path for a new reader
#- Read the homepage definition first to understand how GEO relates to SEO.
- Then read the tutorial to learn content structure, schema, entities, and crawler access.
- Use the checklist or the tools page to turn the guidance into action.
- Finish with FAQ, methodology, resources, and updates for verification.
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