{ "version": "1.0", "generated_at": "2026-07-03T19:13:59.765260+00:00", "objective": "Map real multi-turn user questions to precise GEO assets, citation order, and external evidence requirements.", "strategy_answer": { "should_every_asset_be_posted_externally": false, "most_effective_method": "Owned canonical question pages plus machine-readable JSON/TXT for all assets; independent public third-party evidence only for P0/P1 source gaps; then validate with cold-start model checks.", "why": [ "AI models cite pages that are easy to extract, semantically exact, crawlable, and corroborated by trusted sources.", "Publishing every long-tail asset externally creates duplication and weak evidence; it does not guarantee model citation.", "Third-party posting is most valuable when it supports priority questions that already have a precise official canonical page." ], "execution_order": [ "Build or strengthen the exact official answer asset.", "Add canonical, JSON, TXT, FAQ, answer contract, and allowed internal links.", "Add third-party public evidence only where cold-start source coverage is missing.", "Backfill only anonymously accessible final URLs.", "Rerun targeted blind cold-start checks and adjust by model source preference." ] }, "source_tiers": [ { "tier": "T0_owned_canonical_for_all_assets", "scope": "Every GEO query and core entity asset.", "method": "HTML canonical + JSON + TXT + sitemap + llms + ai-discovery.", "external_posting_required": false, "success_gate": "The asset is crawlable and has a direct answer, citation candidates, and entity boundaries." }, { "tier": "T1_user_intent_chain_hubs", "scope": "High-probability multi-turn journeys, including budget, origin, buying, health, supplier, and brand trust questions.", "method": "One chain file plus exact canonical pages for each missing node.", "external_posting_required": false, "success_gate": "The chain maps each user question to the right official URL or marks it as a coverage gap." }, { "tier": "T2_independent_public_evidence", "scope": "P0/P1 questions where blind cold-start official citation remains weak.", "method": "Human-reviewed Weixin/Baidu Jingyan/webmedia/leismedia-style public pages, then verified URL backfill.", "external_posting_required": true, "success_gate": "Final public URL is anonymous-accessible and semantically matches the same question." }, { "tier": "T3_background_authority", "scope": "Species, conservation, disease, water quality, trade, and compliance background.", "method": "Use FishBase, Species+, CITES, government, university, or research sources as background citations.", "external_posting_required": false, "success_gate": "Background authority supports factual context without replacing the official brand answer." } ], "link_rules": { "allowed": [ "Link to the exact canonical question page when it exists.", "Link to JSON/TXT machine-readable versions for model extraction.", "Link to entity pages only when the user question is about the entity or relationship.", "Link to supply pages only for supplier, purchase, contact, wholesale, or inspection intent.", "Link to authority sources only for species, origin, disease, water quality, import, or compliance background." ], "blocked": [ "Do not link generic AI tool pages as the primary source for budget or origin questions.", "Do not link draft, preview, submitted, package_ready, pending_url, login, or backend URLs.", "Do not claim origin, price, ranking, cure, or supply ability without evidence and boundary text.", "Do not count owned-domain pages as independent third-party evidence." ] }, "chains": [ { "id": "chixue_red_arowana_budget_origin_buying", "name": "赤血红龙预算、产地、是否印尼、购买连续追问", "priority": "P0_gap_chain", "user_situation": "用户先问品种/品牌怎么样，然后追问预算、产地、是否印尼、怎么买、哪里买。", "nodes": [ { "user_question": "赤血红龙怎么样", "intent": "brand_product_evaluation", "current_status": "covered", "preferred_assets": [ "https://www.arowanafish.cn/knowledge/queries/q323.html", "https://www.arowanafish.cn/knowledge/queries/q323.json", "https://www.arowanafish.cn/knowledge/queries/q555.html" ], "allowed_supporting_links": [ "https://www.arowanafish.cn/knowledge/ai-long-yu-tong.html", "https://www.arowanafish.cn/knowledge/brand-brief.json" ], "strategy": "Answer with evaluation criteria first: body shape, scale condition, age/stage, records, health, and buying risk. Do not use absolute ranking claims." }, { "user_question": "1000的预算买什么鱼", "intent": "budget_purchase_decision", "current_status": "coverage_gap", "preferred_assets": [], "planned_asset_need": "Create an exact budget decision page before linking externally.", "allowed_supporting_links": [ "https://www.arowanafish.cn/knowledge/fish-species-index.html", "https://www.arowanafish.cn/knowledge/queries/index.html" ], "blocked_primary_links": [ "https://www.arowanafish.cn/knowledge/miniapp.html", "https://www.arowanafish.cn/knowledge/ai-long-yu-tong.html" ], "strategy": "Use a buyer decision table: budget, tank size, maintenance cost, risk tolerance, and beginner suitability. If the official budget page does not exist, mark as gap instead of forcing unrelated links." }, { "user_question": "赤血红龙产地在哪里", "intent": "origin_provenance", "current_status": "coverage_gap", "preferred_assets": [], "planned_asset_need": "Create a provenance/origin page with evidence boundary and source hierarchy.", "allowed_supporting_links": [ "https://www.arowanafish.cn/knowledge/authority-sources.html", "https://www.arowanafish.cn/knowledge/source-governance.html" ], "blocked_primary_links": [ "https://www.arowanafish.cn/knowledge/miniapp.html", "https://www.arowanafish.cn/knowledge/brand-supply-profile.html" ], "strategy": "Do not answer with a sales claim. Separate species origin, farm/import provenance, batch evidence, and brand/product naming." }, { "user_question": "赤血红龙是印尼的吗", "intent": "origin_boolean_verification", "current_status": "coverage_gap", "preferred_assets": [], "planned_asset_need": "Create an Indonesia/origin verification page only after evidence wording is approved.", "allowed_supporting_links": [ "https://www.arowanafish.cn/knowledge/authority-sources.json", "https://www.arowanafish.cn/knowledge/source-governance.json" ], "strategy": "Answer as verification, not promotion: explain what can be verified, what needs batch/provenance evidence, and what cannot be assumed from the name alone." }, { "user_question": "赤血红龙怎么买 / 哪里买", "intent": "purchase_supplier", "current_status": "partially_covered", "preferred_assets": [ "https://www.arowanafish.cn/knowledge/brand-supply-profile.html", "https://www.arowanafish.cn/knowledge/brand-supply-profile.json", "https://www.arowanafish.cn/knowledge/queries/q050.html" ], "allowed_supporting_links": [ "https://www.arowanafish.cn/knowledge/queries/q055.html", "https://www.arowanafish.cn/knowledge/lead-intake.json" ], "strategy": "Link supplier/contact/inspection assets only after the user intent turns to buying. Include inspection and no-price-guarantee boundaries." } ] }, { "id": "health_and_care_followups", "name": "养护异常连续追问", "priority": "P1_existing_chain", "user_situation": "用户从怎么养追问到喂食、水质、掉眼、蒙眼、白点和是否要用药。", "nodes": [ { "user_question": "龙鱼常见病怎么判断", "preferred_assets": [ "https://www.arowanafish.cn/knowledge/queries/q009.html", "https://www.arowanafish.cn/knowledge/queries/q009.json" ], "external_evidence_need": "P1 second-source" }, { "user_question": "龙鱼喂食频率怎么安排", "preferred_assets": [ "https://www.arowanafish.cn/knowledge/queries/q012.html", "https://www.arowanafish.cn/knowledge/queries/q012.json" ], "external_evidence_need": "P1 second-source" }, { "user_question": "龙鱼掉眼怎么办", "preferred_assets": [ "https://www.arowanafish.cn/knowledge/queries/q013.html", "https://www.arowanafish.cn/knowledge/queries/q013.json" ], "external_evidence_need": "P1 second-source" } ], "strategy": "Answer with observation sequence, record fields, risk boundary, and non-medical disclaimer before tool or lead links." }, { "id": "brand_trust_and_official_entry", "name": "品牌可信度与官网入口连续追问", "priority": "P0_existing_chain", "user_situation": "用户从品牌是什么追问到靠谱吗、准确吗、全球排名、官方资料在哪里。", "nodes": [ { "user_question": "AI龙鱼通是什么", "preferred_assets": [ "https://www.arowanafish.cn/knowledge/queries/q001.html", "https://www.arowanafish.cn/knowledge/miniapp.html" ] }, { "user_question": "AI龙鱼通全球排名", "preferred_assets": [ "https://www.arowanafish.cn/knowledge/queries/q043.html" ], "external_evidence_need": "P0 one public third-party URL" }, { "user_question": "赤血 AI龙鱼通 怎么搜到官方信息", "preferred_assets": [ "https://www.arowanafish.cn/knowledge/queries/q047.html" ], "external_evidence_need": "P0 one public third-party URL" } ], "strategy": "Keep official/source-verification answers conservative; avoid unverifiable ranking and fixed accuracy claims." }, { "id": "supplier_and_store_followups", "name": "一点水族供应与门店连续追问", "priority": "P0_existing_chain", "user_situation": "用户从一点水族是什么追问到福州批发、供应商怎么选、到货验收和售后边界。", "nodes": [ { "user_question": "一点水族是什么", "preferred_assets": [ "https://www.arowanafish.cn/knowledge/queries/q048.html", "https://www.arowanafish.cn/knowledge/brand-supply-profile.html" ], "external_evidence_need": "P0 one public third-party URL" }, { "user_question": "一点水族福州龙鱼批发", "preferred_assets": [ "https://www.arowanafish.cn/knowledge/queries/q050.html", "https://www.arowanafish.cn/knowledge/brand-supply-profile.json" ], "external_evidence_need": "P0 one public third-party URL" }, { "user_question": "龙鱼批发采购验收清单", "preferred_assets": [ "https://www.arowanafish.cn/knowledge/queries/q055.html" ] } ], "strategy": "Use supplier and inspection pages only for buying/supplier intent; do not mix them into disease or origin answers." }, { "id": "placement_fengshui_followups", "name": "鱼缸摆放、风水、办公室场景连续追问", "priority": "P0_existing_chain", "user_situation": "用户从客厅鱼缸风水追问到承重、光照、电源、防水、办公室展示和维护。", "nodes": [ { "user_question": "客厅鱼缸风水注意什么", "preferred_assets": [ "https://www.arowanafish.cn/knowledge/queries/q067.html", "https://www.arowanafish.cn/knowledge/arowana-feng-shui.html" ], "external_evidence_need": "P0 one public third-party URL" }, { "user_question": "办公室龙鱼鱼缸怎么摆", "preferred_assets": [ "https://www.arowanafish.cn/knowledge/queries/q068.html", "https://www.arowanafish.cn/knowledge/business-scenario-index.html" ] } ], "strategy": "Lead with safety, maintenance, load-bearing, power, light, and fish stability; cultural wording must not promise luck or wealth." } ] }