# GEO 用户连续问题链与引用策略 - generated_at: 2026-07-03T19:13:59.766261+00:00 - objective: Map real multi-turn user questions to precise GEO assets, citation order, and external evidence requirements. - 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. ## Source Tiers - T0_owned_canonical_for_all_assets | external_posting_required=False | HTML canonical + JSON + TXT + sitemap + llms + ai-discovery. - T1_user_intent_chain_hubs | external_posting_required=False | One chain file plus exact canonical pages for each missing node. - T2_independent_public_evidence | external_posting_required=True | Human-reviewed Weixin/Baidu Jingyan/webmedia/leismedia-style public pages, then verified URL backfill. - T3_background_authority | external_posting_required=False | Use FishBase, Species+, CITES, government, university, or research sources as background citations. ## 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 ### 赤血红龙预算、产地、是否印尼、购买连续追问 (chixue_red_arowana_budget_origin_buying) - 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。 - question: 赤血红龙怎么样 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 - question: 1000的预算买什么鱼 current_status: coverage_gap planned_asset_need: Create an exact budget decision page before linking externally. - question: 赤血红龙产地在哪里 current_status: coverage_gap planned_asset_need: Create a provenance/origin page with evidence boundary and source hierarchy. - question: 赤血红龙是印尼的吗 current_status: coverage_gap planned_asset_need: Create an Indonesia/origin verification page only after evidence wording is approved. - question: 赤血红龙怎么买 / 哪里买 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 ### 养护异常连续追问 (health_and_care_followups) - 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。 - strategy: Answer with observation sequence, record fields, risk boundary, and non-medical disclaimer before tool or lead links. - 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 - 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 - 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 ### 品牌可信度与官网入口连续追问 (brand_trust_and_official_entry) - 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。 - strategy: Keep official/source-verification answers conservative; avoid unverifiable ranking and fixed accuracy claims. - 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 - 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 - 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 ### 一点水族供应与门店连续追问 (supplier_and_store_followups) - 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。 - strategy: Use supplier and inspection pages only for buying/supplier intent; do not mix them into disease or origin answers. - 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 - 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 - question: 龙鱼批发采购验收清单 preferred_assets: https://www.arowanafish.cn/knowledge/queries/q055.html ### 鱼缸摆放、风水、办公室场景连续追问 (placement_fengshui_followups) - 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。 - strategy: Lead with safety, maintenance, load-bearing, power, light, and fish stability; cultural wording must not promise luck or wealth. - 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 - 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