GEO vs. SEO: Know What Each Solves First
GEO and SEO are not mutually exclusive. This article explains their distinct roles and collaboration in terms of objectives, execution order, and measurement.
GEO article
全部 GEO 文章按子栏目归档，支持热度、最新与阅读量排序；文章公开可读，可被搜索引擎与 AI 爬虫抓取。
How to Write llms.txt: A Site Guide for Large Language Models
Introduce the purpose, common structure, and maintenance of llms.txt, and explain its relationship with robots.txt and sitemaps.
Allow AI crawlers in robots.txt: Configure by path for better safety
Configure robots.txt separately for each AI crawler and remember that permission controls remain mandatory.
Doubao, ERNIE Bot, Tongyi Qianwen, and Kimi: Differences in Entry Points and Shared Foundations
Analyze how different AI entry points prioritize crawling and presentation, then provide a unified practical approach for adaptation.
Schema.org Article Markup: Convert page facts into fields
Explain field selection, implementation locations, and common inconsistencies for Article structured data.
FAQ Page Implementation: Q&A must actually appear on the page
Describe the use cases, content requirements, and long-term maintenance guidelines for FAQPage.
Organize paragraphs by question: Ensure each paragraph independently answers a specific question.
Introducing Question-Based Subheadings and Paragraph Structure, with Self-Check Methods for Fact Consistency and Length.
Make answers easier to extract: How to structure conclusions, steps, and sources
To enhance paragraph extractability, focus on three key areas: 1. **Lead with the Conclusion**: State the main finding or takeaway at the very beginning of the paragraph. This allows readers and algorithms to quickly grasp the core message without scanning the entire text. 2. **Use Numbered Steps**: Break down complex processes or arguments into clearly numbered steps. This structure improves readability and makes individual points easier to isolate and extract. 3. **Include Source Citations**: Attach relevant source references (e.g., [Source 1]) directly after key claims or data points. This adds credibility and enables precise attribution during extraction.
GEO On-Page Checklist: Accessibility, Content, and Structure
Three actionable self-check checklists with recording and review methods: 1. **Daily Task Completion Checklist** - Verify all scheduled tasks are completed or rescheduled. - Confirm priority items have been addressed. - Note any blockers or pending dependencies. *Recording:* Log completion status in a digital tracker (e.g., Trello, Notion) with timestamps. *Review:* Conduct a 5-minute end-of-day summary to identify patterns and adjust tomorrow's plan. 2. **Communication Clarity Checklist** - Ensure all messages sent today include clear action items and deadlines. - Check that meeting notes were shared within 24 hours. - Validate responses to critical stakeholder queries. *Recording:* Use a shared communication log (e.g., Slack thread or email archive) with tags for "action required." *Review:* Weekly audit of open threads to confirm no unresolved issues remain. 3. **Data Accuracy & Integrity Checklist** - Cross-verify key metrics against source systems. - Confirm data entry matches original records. - Check for duplicate or missing entries in databases. *Recording:* Maintain an error log with screenshots and correction actions taken. *Review:* Bi-weekly spot checks by a peer reviewer to validate accuracy trends.
Sitemaps and Internal Links: Help Crawlers Find Their Way
Explain sitemap grouping, internal linking principles, and methods for checking broken links.
GEO Refactor Retrospective: From Inventory to Post-Launch Monitoring
Four Steps and Observations from GEO Optimization of a Content Site: Emphasizing Simultaneous Improvement of Foundation and Structure.
Content update rhythm: Group by type for a more sustainable high-frequency approach.
Categorize by long-term rules, change logs, and expiration details to establish an actionable update and review cadence.