網站為 AI 搜尋與 LLM 做好準備：技術 GEO 檢查清單
The Technical GEO Readiness Checklist: Preparing Your Website for AI Search & LLMs
網站面向 AI 搜尋及 LLM 做好 GEO 技術準備，需檢查爬蟲存取、初始 HTML 回應、結構化資料及 llms.txt。公開文件、定價及產品頁應回傳 200 OK 和實質 HTML；純 CSR 單頁應用若沒有 SSR 或預渲染，爬蟲可能只收到空殼。JSON-LD 應準確對應頁面可見內容，llms.txt 則可整理產品資訊及文件、定價頁連結。
The Technical GEO Readiness Checklist: Preparing Your Website for AI Search & LLMs
As Generative Engine Optimization (GEO) replaces traditional SEO assumptions, the way search engines discover, retrieve, and parse website content is undergoing a fundamental shift.
Traditional search engines focus primarily on sitemaps, link graphs, and static HTML snippets. However, modern AI search agents and LLM crawlers (such as Perplexity, GPTBot, ClaudeBot, and Google Gemini) require a solid technical foundation to evaluate content.
Here is the essential checklist to verify that your website is technically ready for AI retrieval.
1. Verify Crawler Access
Check your robots.txt directives for relevant AI search bots (GPTBot, PerplexityBot, ClaudeBot, Google-Extended).
A simple Allow rule alone does not guarantee access:
- Firewalls, Cloudflare bot protection, and aggressive rate limits can inadvertently block legitimate search crawlers.
- Ensure public documentation, pricing, and product pages return a
200 OKstatus with substantive HTML.
2. Inspect the Initial HTML Response
Compare the raw HTML delivered by the server with the rendered page in a browser:
- If your web app is a pure Client-Side Rendered (CSR) Single-Page Application (SPA) without SSR or prerendering, crawlers may only receive an empty
<div id="root"></div>shell. - AI crawlers operate on strict rendering time budgets. Critical headings, meta descriptions, and core content must be present in the initial server response.
3. Validate Structured Data (JSON-LD)
AI agents thrive on structured, semantic data:
- Ensure your
Product,SoftwareApplication,Article, andOrganizationschemas accurately mirror the visible content. - Validate your JSON-LD with standard schema validators to eliminate syntax errors.
4. Provide a Concise llms.txt
The proposed llms.txt standard offers a clean, machine-readable markdown guide for AI crawlers:
- Summarize your core product, features, and technical capabilities.
- Provide clean, direct links to essential documentation and pricing pages.
5. Measure Technical Readiness
Measuring your readiness is the first step toward visibility in modern search. You can test your website's crawlability, initial HTML delivery, and crawler directives in seconds.
👉 Run an instant diagnosis of your website at SiteReady.
Originally published on SiteReady.
來源：DEV Community · dev.to