{ "schemaVersion": "0.1", "id": "ai-crawlable-information-platform-blueprint-20260710", "createdAt": "2026-07-10", "timezone": "Asia/Shanghai", "purpose": "Translate the GEO publishing idea into concrete technical requirements for a public, AI-crawlable brand knowledge and industry information platform.", "positioning": "有明确赞助标识、证据来源和事实审核的品牌知识平台；不是保证 AI 收录、固定推荐或隐藏软文投喂的平台。", "corePrinciple": "AI 抓取友好不是靠暗门、堆词或伪装权威，而是靠稳定公开 URL、可读 HTML、机器索引、结构化事实、来源证据、合规披露和可复测记录。", "siteArchitecture": { "publicStaticLayer": { "role": "Serve crawlable brand, product, category, evidence, question and report pages.", "requirements": [ "Every public article must have a stable, extension-bearing or canonical URL.", "HTML must contain the main text in server-rendered/static HTML, not only client-side JavaScript.", "No login, popup, user-agent block, geo block or cookie wall for public evidence pages.", "Each page must expose canonical, title, description, publish/update dates and internal links.", "Public package must include robots.txt, sitemap.xml, feed.xml, llms.txt and data/ai-crawl-index.json." ] }, "machineReadableLayer": { "role": "Expose facts and verification status in JSON/CSV/Markdown so search and AI systems can parse the site without relying on visual layout.", "requirements": [ "Keep data/ai-crawl-index.json as the top-level reading map.", "For every article, link a JSON record, source record, evidence status and verification queue entry.", "Expose RSS/feed entries for new and materially updated pages.", "Expose llms.txt with concise page purpose, evidence boundaries and important reports.", "Do not publish local-only preflight/readiness files into the public ZIP." ] }, "adminLayer": { "role": "Authenticated customer/order/review/publishing backend.", "requirements": [ "Keep customer uploads, contracts, payments, private evidence and raw screenshots private.", "Generate public static pages only after authorization, claim review and sponsorship disclosure checks pass.", "Never use admin-only data as public evidence unless it has explicit public-use approval." ] } }, "urlTaxonomy": [ { "pattern": "/articles/{slug}.html", "purpose": "Original industry articles, category guides, comparison guides and evidence-based brand candidate pages." }, { "pattern": "/products/{slug}.html", "purpose": "Product fact pages with parameters, source boundaries and evidence links." }, { "pattern": "/evidence/{slug}.html", "purpose": "Evidence pages for reports, brochures, certificates, public materials and gaps." }, { "pattern": "/questions/", "purpose": "Question set entry for direct URL, brand recall, local category recommendation and source verification tests." }, { "pattern": "/reports/{report}.html", "purpose": "Human-readable verification, progress, adoption and commercial-readiness reports." }, { "pattern": "/data/{record}.json", "purpose": "Machine-readable evidence, index, source, readiness, evaluation and workflow records." } ], "pageContract": { "requiredHtmlSignals": [ "one canonical URL", "unique title and meta description", "main article body present in static HTML", "visible sponsorship or source-boundary note when commercial content is involved", "links to source/evidence pages", "links to machine-readable JSON records", "last updated date", "clear prohibited-claim boundary when discussing recommendation, rankings or brand advantages" ], "requiredStructuredData": [ "Organization or Brand for brand/entity pages", "Product for product fact pages where applicable", "Article or NewsArticle for articles", "FAQPage for FAQ blocks", "Report for verification reports", "BreadcrumbList where page depth is greater than one" ], "prohibitedPatterns": [ "JS-only article body", "noindex on public evidence pages", "no sitemap URL for important pages", "hidden sponsorship", "absolute ranking or guarantee without source", "fake report numbers, fake experts, fake third-party claims", "competitor defamation" ] }, "crawlabilityGate": { "gateId": "L1-public-crawlability", "mustPassBeforeAiTesting": true, "checks": [ "HTTP 2xx for homepage", "HTTP 2xx for robots.txt", "HTTP 2xx for sitemap.xml", "HTTP 2xx for feed.xml", "HTTP 2xx for llms.txt", "HTTP 2xx for data/ai-crawl-index.json", "HTTP 2xx for every target article in the smoke-test set", "canonical host matches tested public host", "sitemap contains target URLs", "feed contains material updates", "HTML body contains readable text within the fetch budget", "No local-only readiness/preflight file in public package" ], "currentLuchengState": { "localPackage": "ready-for-authorized-upload", "publicDoctorlucheng": "0/37 as of 2026-07-10", "publicGray": "0/37 as of 2026-07-10", "meaning": "Do not run real AI adoption tests until a public URL passes this gate." } }, "aiAdoptionValidationLayers": [ { "level": "L1-public-crawlability", "definition": "Public URL is reachable and crawlable." }, { "level": "L2-direct-url-ai-read", "definition": "A platform can summarize or use the target page when the URL is provided." }, { "level": "L3-brand-entity-recall", "definition": "A platform can answer when the brand name is explicitly asked." }, { "level": "L4-category-recommendation-entry", "definition": "A platform naturally lists the target brand in a no-brand local/category recommendation question." }, { "level": "L5-source-cited-category-recommendation", "definition": "L4 plus citation or accurate use of target URL, article title, evidence page or fact cards." } ], "acceptanceChecklist": [ "Every public page is included in sitemap or linked from a page included in sitemap.", "Every material update appears in feed.xml and llms.txt when relevant.", "Every commercial article includes sponsorship/source boundary language.", "Every strong claim has an evidence state and safe wording.", "Every target article has a post-publish verification queue entry.", "Every AI adoption claim maps to L1/L2/L3/L4/L5 and has raw evidence.", "No customer-facing report claims guaranteed indexing, guaranteed recommendation or model training absorption.", "No local-only readiness/preflight file is shipped publicly." ], "linkedArtifacts": [ "docs/AI_CRAWLABLE_INFORMATION_PLATFORM_BLUEPRINT_20260710.md", "data/ai-crawl-index.json", "data/next-ai-adoption-execution-pack-20260710.json", "data/local-category-ai-adoption-sprint-20260710.json", "data/platform-mvp-system-spec.json", "data/customer-delivery-pipeline.json", "data/ai-platform-source-review-20260710.json", "data/ai-answer-adoption-scoring-model-20260710.json" ], "boundary": "This blueprint defines how to build and verify an AI-crawlable information platform. It does not prove that any AI platform has crawled, indexed, trained on, cited or recommended the site." }