This is not a fictional client success story, but a reusable anonymized audit template. Suitable for foreign trade factories, B2B SaaS, and industrial product independent sites: establish a baseline first, then fill in entities, Schema, citable content, and external sources, and finally review with 30/60/90-day metrics.
Applicable Scenarios
当一个B2B独立站已经有传统SEO流量，但在 ChatGPT Search、Perplexity、Google AI Overviews、Bing Copilot 等AI搜索里很少被提到，通常不是“文章不够多”，而是AI无法确认三个问题：你是谁、你凭什么可信、哪段内容可以直接被引用。
Step 0: Establish Baseline, Don't Modify Pages Directly
| Check Item | What to Record | Why It Matters |
|---|---|---|
| Brand Mention Rate | Whether AI mentions the brand across 20-50 procurement-type questions | Assess current AI visibility |
| Citation Sources | Whether AI cites official website, third-party directories, media, or competitor pages | Identify trust source gaps |
| Sentiment | 正面、中性、负面或“不确定” | Avoid chasing mere mention counts |
| Competitor Gap | Which competitors appear more often and why | Determine content and source building priorities |
30 Days: Fix What AI Cannot Understand
1. Unify Entity Information
Unify company full name, brand name, main product categories, target markets, certifications, and capacity descriptions across the homepage, about page, product pages, and social profiles. What AI search fears most is the same company appearing in multiple inconsistent versions across different pages.
2. Complete Structured Data
- Homepage: Organization, WebSite, SearchAction.
- Articles/Guides: Article, BreadcrumbList, FAQPage.
- Product pages: Product, Offer (avoid fabricated prices if not publicly listed), FAQPage.
- Definition entries: Article + DefinedTerm or about Thing.
3. 建立“可引用段落”
Every core page should have a summary paragraph that AI can directly copy into an answer: containing definitions, applicable audience, key metrics, limitations, and update time.
60 Days: Extend from Website Content to Citation Network
GEO isn't just about modifying your own website. When AI makes supplier recommendations or methodology answers, it synthesizes multiple sources including official websites, industry media, community Q&As, reports, PDFs, and social profiles. The second month's focus is making the outside world describe you consistently too.
- Publish a procurement guide or industry methodology report and keep a permanent URL on the official website.
- Break the report into long-form summaries on platforms like LinkedIn and Medium, linking back to the original report.
- Complete official account profile pages, ensuring brand name, URL, and main business scope are consistent.
- Build internal links for key pages: product pages ↔ guide pages ↔ FAQ ↔ case study pages.
90 Days: Review Metrics
| Metric | Target Change | Interpretation |
|---|---|---|
| AI Mention Rate | From 0 or low baseline to stable appearance | No fixed percentage promises, based on real query sets |
| Citing Domains | From single official website to official + third-party sources | Trust network begins to form |
| Number of Citable Pages | Core pages have summaries, FAQ, Schema | 让AI有“可拿来回答”的材料 |
| Conversion Leads | Monitor AI search-sourced inquiries or brand term growth | Cross-validate with CRM/GSC/Bing data |
Common Mistakes
- Chasing trends only, not building entities: AI knows concepts but doesn't know your brand relates to them.
- Fabricating data: Looks nice short-term, damages credibility long-term.
- Writing articles only, no internal links: AI has difficulty determining which pages are authoritative entry points.
- Treating GEO as a one-off project: AI search results will change; continuous monitoring and iteration are essential.
Need to apply this template to your independent site?
GEO · Compare2Best can first conduct a free AI search visibility diagnosis, outputting brand mentions, citation sources, competitor gaps, and a priority fix checklist.
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