补齐2026企业组候选并核实 Optise 登记与收入边界

apps/docs/scripts/auth-cli.ts

@@ -184,7 +184,7 @@ async function main() {
   const research = await researchResponse.json();
   assert.equal(research.companies.length, 1164);
   assert.equal(research.categories.length, 11);
-  assert.equal(research.evidence.length, 3933);
+  assert.equal(research.evidence.length, 3967);
   assert.equal(research.observations.length, 453);
   assert.equal((await request("/api/research/ai-companies", { method: "POST", headers })).status, 405);
   const researchPage = await request("/docs/other-research/ai-company-research/overview", { headers });

apps/docs/tests/research.test.ts

@@ -48,7 +48,7 @@ test("research revisions share the authentication database and preserve replay l
     assert.equal(consumeCode(config, "invalid"), "limited");
     const initial = readResearchSnapshot();
     assert.equal(initial.companies.length, 1164);
-    assert.equal(initial.evidence.length, 3933);
+    assert.equal(initial.evidence.length, 3967);
     assert.equal(initial.observations.length, 453);
     assert.deepEqual(initial.candidateBatches, seed.candidateBatches, "candidate gaps persist in the same database metadata");
     assert.deepEqual(initial.directoryRechecks, seed.directoryRechecks, "follow-up classifications persist without rewriting the discovery audit");
@@ -89,7 +89,7 @@ test("research validation rejects broken evidence and unsafe source links", () =
 test("reviews link explicit companies without turning global or excluded cases into companies", () => {
   const snapshot = structuredClone(seed) as ResearchSnapshot;
   assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 198);
-  assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 59);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 61);
   assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 44);
   const review = snapshot.reviews.find((r) => r.id === "R4")!;
   assert.deepEqual(reviewCompanyIds(snapshot, review), ["AI007", "AI013", "AI021", "AI034"]);
@@ -148,7 +148,7 @@ test("service run rates, legacy freight revenue and paid adoption do not become
 
 test("technical reviews keep accessible materials separate from tested capabilities", () => {
   const snapshot = structuredClone(seed) as ResearchSnapshot;
-  assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 148);
+  assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 149);
   assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 24);
   assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "independent-test").length, 1);
   assert.equal(snapshot.companies.find((c) => c.id === "AI051")?.revenueStatus, "unknown");
@@ -430,7 +430,7 @@ test("unreconciled directory financials remain source reviews instead of income
   assert.ok(review.evidenceIds.includes("PH-TANA-DR"));
   assert.equal(reviewCompanyIds(snapshot, review).length, 0);
   assert.ok(!snapshot.observations.some((o) => o.evidence === "PH-TANA-DR"));
-  assert.equal(snapshot.candidateBatches!.flatMap((b) => b.records).filter((r) => r.status === "pending-year").length, 82);
+  assert.equal(snapshot.candidateBatches!.flatMap((b) => b.records).filter((r) => r.status === "pending-year").length, 87);
 });
 
 test("product pivots and founder histories do not become new company years or current revenue", () => {

content/research/ai-companies.seed.json

@@ -1,5 +1,5 @@
 {
-  "version": "2026-10-31-tc26-enterprise-2",
+  "version": "2026-10-31-tc26-enterprise-3",
   "asOf": "2026-10-31",
   "scope": "全球公开资料研究：保留首批个案，并扩展核查2025—2026八个YC批次候选池；成立年份以官方公司页面字段为依据。",
   "limitations": [
@@ -2728,31 +2728,48 @@
       "id": "YC30292",
       "name": "Mesh",
       "url": "https://www.ycombinator.com/companies/mesh-2",
-      "cat": "C05",
+      "cat": "C07",
       "year": 2025,
       "team": 3,
       "location": "San Francisco",
-      "business": "从应付账款邮箱、协作消息和历史分录生成月末应计信息。",
-      "buyer": "中大型企业财务团队",
-      "delivery": "公司自述自动化90%并缩短关账时间；属于性能宣传，不是收入或独立评测",
-      "notes": "目录主营与买家已人工复核；收入、定价与技术能力仍需专项核验。",
+      "business": "从采购、应付账款及合同信号生成月末应计/预付分录与可回查依据。",
+      "buyer": "中大型企业Controller、会计经理及CFO团队",
+      "delivery": "汇集现有系统数据，应用可复用会计政策/脚本并嵌入公式与支持材料，缺失假设/重大变化转人工审阅。",
+      "notes": "保留原YC2025/3人字段及发现快照；当前官网与公司页补核。厂商90%自动化/关账提速及客户引语未独立验证，财务分录金额不是Mesh收入。",
       "cohort": "2025年成立",
-      "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明",
-      "price": "本轮未逐一核验",
-      "stage": "目录公开，商业成熟度待核验",
-      "sourceType": "YC官方页面中的公司自述",
+      "teamBasis": "YC公开招聘页2026-10-31读为TeamSize3，业务截至日未列；公司页范围及关联账户不作精确人数。",
+      "price": "未公开当前金额、收费单位或合同周期",
+      "stage": "现有应计自动化产品和公开案例可读，付费合同/结果未独立核验",
+      "sourceType": "YC官方字段、当前公司官网及公开主页",
       "evidenceIds": [
-        "YC-E-30292"
+        "YC-E-30292",
+        "TC26AG-INDEX",
+        "TC26ENT3-MESH-HOME",
+        "TC26ENT3-MESH-YC",
+        "TC26ENT3-MESH-YEAR"
       ],
       "revenueStatus": "unknown",
-      "profileOnly": true,
-      "classificationBasis": "2026-10-30人工复核YC官方业务介绍：从应付账款邮箱、协作消息和历史分录生成月末应计信息。 按主要买家和工作任务归类；简介不足的推定已注明。",
+      "profileOnly": false,
+      "classificationBasis": "人工复核：主要任务是专业会计分录与关账，归C07；原C05初分保留于历史版本，不新增另一公司。",
       "directoryTags": [
         "FinOps",
         "Fintech",
         "Finance",
         "AI"
-      ]
+      ],
+      "directoryOrigin": "yc-2025-2026",
+      "extraUrl": "https://www.usemesh.com/",
+      "businessModel": "财务应计/预付自动化软件与系统对接；实施、会计政策配置/持续维护、人工复核和软件经常费边界待核。",
+      "entityBasis": "YC与公司公开主页同域，ErinKim/NandiniRamakrishnan团队；不是mesh.ai绩效管理公司，精确法人/注册及合同待核。",
+      "technicalReview": {
+        "level": "description",
+        "reviewedAt": "2026-10-31",
+        "summary": "官网和YC会计Agent/可追溯分录说明可读；未接入客户系统或独立验证关账、准确度、审计合规及付费。",
+        "evidenceIds": [
+          "TC26ENT3-MESH-HOME",
+          "TC26ENT3-MESH-YC"
+        ]
+      }
     },
     {
       "id": "YC30294",
@@ -86647,6 +86664,380 @@
       "kind": "官方工商登记与公司反链对应",
       "summary": "官方登记13772989明确2021-11-30成立，旧名OXONNLTD至2023-02-27，Oxford地址与官网编号相符。",
       "limitation": "登记页不保证申报准确或验证收入；不混同2025年JOINLUMAILTD近名公司，已交账目状态不代表本轮读取审计或收入。"
+    },
+    {
+      "id": "TC26ENT3-MARKETRIX-HOME",
+      "companyId": null,
+      "title": "Marketrix原域访问范围",
+      "url": "https://www.marketrix.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "普通HTML200及网页工具仅可读SimulateHumanBehavior标题，未取得完整产品正文。",
+      "limitation": "200不等已阅读全文；业务从下列公司原始主页补，未运行脚本、产品或收集真实用户资料。"
+    },
+    {
+      "id": "TC26ENT3-MARKETRIX-YEAR",
+      "companyId": null,
+      "title": "Marketrix公司页当前年份与定位",
+      "url": "https://www.linkedin.com/company/marketrix-ai",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "当前可读公司页自报2025、2—10范围、SanFrancisco，描述AIpersona用户研究/浏览器模拟；早先搜索缓存同页为2024。",
+      "limitation": "公司自填字段及缓存差异保留，未据当前值抹去旧起点；persona覆盖规模不是独立真实受访者样本、已验证预测准确度或客户数。"
+    },
+    {
+      "id": "TC26ENT3-MARKETRIX-CV",
+      "companyId": null,
+      "title": "Marketrix共同创办者原始履历",
+      "url": "https://yasith.dev/assets/cv.pdf",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "YasithJayawardana个人履历列2024—Present为MarketrixInc.SanFrancisco共同创办者，介绍早期软件自助支持/Agent方向。",
+      "limitation": "个人原始履历不是工商材料；2024业务与当前2025自填年不自动视为造假，精确法人/新旧产品沿革待核。"
+    },
+    {
+      "id": "TC26ENT3-MESH-HOME",
+      "companyId": "YC30292",
+      "title": "Mesh现应计与预付自动化交付",
+      "url": "https://www.usemesh.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "从采购/AP/合同资料识别应计和预付款需求，复用脚本/会计政策并嵌入计算与证据，异常由人审；目标买家为Controller/AccountingManager/CFO。",
+      "limitation": "90%工作量/关账提速和DoorDash引语为厂商案例，不证明独立财务审计/效果或实际合同收入；目标客户200—2000员工非Mesh人数。"
+    },
+    {
+      "id": "TC26ENT3-MESH-YC",
+      "companyId": "YC30292",
+      "title": "Mesh官方YC原始页补证",
+      "url": "https://www.ycombinator.com/companies/mesh-2/jobs",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "官方页列2025成立、W25、Team3、SanFrancisco及usemesh.com；描述会计Agent生成可追溯分录。普通公司页HTML仅外壳但公开招聘页可读。",
+      "limitation": "官方字段非工商/人事独立核验；mesh.ai的S20绩效管理公司为另一近名业务，不套用其2020年或团队。"
+    },
+    {
+      "id": "TC26ENT3-MESH-YEAR",
+      "companyId": "YC30292",
+      "title": "Mesh公司页当前自述",
+      "url": "https://www.linkedin.com/company/usemesh/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "同域公司页也自报2025成立、2—10员工范围，当前为应计关账自动化。",
+      "limitation": "范围及关联人数不替YC明确3人字段；部分第三方2024/估算收入未作为原始成立或财务证据。"
+    },
+    {
+      "id": "TC26ENT3-MIRROR-HOME",
+      "companyId": null,
+      "title": "MirrorParticle行为模型定位",
+      "url": "https://mirrorparticle.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "官网自述建模人的感知/决策/群体行为，可用于产品/广告等响应预测。",
+      "limitation": "building模型与预测用途不是已公开独立效果；未读模型卡、权重或运行系统，不能把模拟当真实用户实验。"
+    },
+    {
+      "id": "TC26ENT3-MIRROR-YEAR",
+      "companyId": null,
+      "title": "MirrorParticle公司主页年份",
+      "url": "https://www.linkedin.com/company/mirrorparticle/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "同域公司主页自报2024成立、SanFrancisco、2—10团队范围。",
+      "limitation": "公司自述非精确登记，关联人数不作独立团队审计；不采用聚合站$1—10M推算营收。"
+    },
+    {
+      "id": "TC26ENT3-MIRROR-LEGAL",
+      "companyId": null,
+      "title": "MirrorParticle法律品牌说明",
+      "url": "https://mirrorparticle.com/legal/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "官方页脚列AiphroditeAiInc.d/b/aMirrorParticle并提供法律政策入口。",
+      "limitation": "品牌改名不自动重置成立；注册时间、模型许可/项目/订阅计费及付费客户未核。"
+    },
+    {
+      "id": "TC26ENT3-OPTISE-HOME",
+      "companyId": null,
+      "title": "Optise现网站优化产品",
+      "url": "https://optise.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "B2B网站平台提供分析、CMS、内容与自动改善，面向营销团队驱动潜客转化。",
+      "limitation": "免费起步、客户标识与网站转化效果非实际付费/收入；本轮未测试或自动修改外部网站。"
+    },
+    {
+      "id": "TC26ENT3-OPTISE-PROFILE",
+      "companyId": null,
+      "title": "Optise公司页无成立字段",
+      "url": "https://www.linkedin.com/company/optise",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "官网反链公司页列2—10范围，无可读Founded；当前1.0发布预告不能单独当公司成立。",
+      "limitation": "第三方2025与异常1001—5000人数不采；原始年份以下列登记为准，团队范围仍非独立核验。"
+    },
+    {
+      "id": "TC26ENT3-OPTISE-TERMS",
+      "companyId": null,
+      "title": "Optise运营者与卖方主体",
+      "url": "https://optise.com/terms-of-service",
+      "publishedAt": "2026-01-02",
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "条款2026-01-02列Optiseehf编号461124-1000为平台运营者，Delaware子公司OptiseInc为SellerofRecord，旧订单另约可优先。",
+      "limitation": "条款日期不当成立年；美国卖方新法人不重置原集团，集团/转售内部交易与对外软件净收入不可重复计入，价格与实际合同未核。"
+    },
+    {
+      "id": "TC26ENT3-OPTISE-INVESTOR",
+      "companyId": null,
+      "title": "Optise原始投资方资料",
+      "url": "https://frumtak.is/portfolio/optise",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "投资方页面同域介绍Optise网站洞察业务，明确首次投资2025。",
+      "limitation": "首次投资2025不是创办或注册2025；融资、市场规模和客户改善不作经营收入。"
+    },
+    {
+      "id": "TC26ENT3-OPTISE-REGISTER",
+      "companyId": null,
+      "title": "冰岛官方Optise编号登记",
+      "url": "https://www.skatturinn.is/fyrirtaekjaskra/leit/kennitala/4611241000",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方登记原始HTML与公司条款编号对应",
+      "summary": "网页工具不可达，但普通HTTP200原始HTML可读：Optiseehf4611241000，Stofnað/Skráð为01.11.2024，Borgartún29地址与条款对应。",
+      "limitation": "公开成立/登记字段为2024-11-01；本轮未购买证书或读取年度财报。VAT2026登记和2025投资不替成立，也不证明收入/独立财务审计。"
+    },
+    {
+      "id": "TC26ENT3-PARAVERSE-HOME",
+      "companyId": null,
+      "title": "Paraverse XR流式与渲染业务",
+      "url": "https://paraverse.cc/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "提供ImmerShareScale（原LarkXR）、云端XR/3D流式及分散渲染，包含数字孪生/训练等场景。",
+      "limitation": "AI数字人是应用场景，不自动证明公司主营模型；本轮未下载SDK/运行渲染，合作伙伴/开发者数不是付费用户或收入。"
+    },
+    {
+      "id": "TC26ENT3-PARAVERSE-YEAR",
+      "companyId": null,
+      "title": "Paraverse公司原始沿革",
+      "url": "https://paraverse.cc/about-us/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "公司About明确Sinceourinceptionin2016，介绍自有LarkXR及Web3渲染网络。",
+      "limitation": "自述业务起点非精确法人注册；产品改名或香港子体不重置既有业务，云算力、授权、项目集成与软件净费待拆。"
+    },
+    {
+      "id": "TC26ENT3-PITCHIN-HOME",
+      "companyId": null,
+      "title": "PitchIN原域访问范围",
+      "url": "https://www.getpitchin.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "普通HTTP200及网页工具仅标题PitchIN，无可读产品正文。",
+      "limitation": "不当已阅读全文，未注册/提交融资或公司资料；现收费、合同与成立日未取得。"
+    },
+    {
+      "id": "TC26ENT3-PITCHIN-PROFILE",
+      "companyId": null,
+      "title": "PitchIN原始公司公开页",
+      "url": "https://www.linkedin.com/company/pitchin-ai",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "同域公司页描述生命科学创业者/投资者/战略伙伴AI匹配，Watertown、2—10范围，列SunminHe；未见Founded。",
+      "limitation": "免费伙伴页、创办者旧行业经历、注册新用户、活动规模和被展示投资标的收入门槛不作自身ARR；不混同其他PitchIn众筹主体。"
+    },
+    {
+      "id": "TC26ENT3-SPIKY-HOME",
+      "companyId": null,
+      "title": "Spiky当前销售辅导",
+      "url": "https://spiky.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "原域跳/en，围绕销售电话/邮件/CRM学习行为，提供实时辅导与团队流程改进。",
+      "limitation": "2x收入宣传/案例为客户结果而非Spiky自身收入；10000+Revenue/GTM表述不等独立付费公司，安全标识和效果未独立验证。"
+    },
+    {
+      "id": "TC26ENT3-SPIKY-YEAR",
+      "companyId": null,
+      "title": "Spiky公司页原始成立字段",
+      "url": "https://www.linkedin.com/company/spiky-ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "同域公司页自报2022成立、SanFrancisco和51—200范围。",
+      "limitation": "不取关联40员工为团队总数；未建立spiky.in另一网站2020/其他团队介绍与当前主体对应，未沿用其字段。"
+    },
+    {
+      "id": "TC26ENT3-STATGENIUS-HOME",
+      "companyId": null,
+      "title": "StatGenius统计研究平台",
+      "url": "https://statgenius.io/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "官网自述非神经网络的专有模型帮助科学/企业定量研究，不以生成式AI为核心。",
+      "limitation": "不使用神经网络不代表不是AI；厂商perfectaccuracy/专利等未独立验证，无当前价格或原始成立字段。"
+    },
+    {
+      "id": "TC26ENT3-STATGENIUS-ABOUT",
+      "companyId": null,
+      "title": "StatGenius当前团队/范围",
+      "url": "https://statgenius.io/about-us/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "公司About提供研究/分析平台与应用开发设施，列Atlanta等联络点，本轮可读正文无创办年。",
+      "limitation": "普通HTTP首轮超时后重读200，网页工具正文可读；办公室不当团队规模或独立公司数，未证精确注册/付费。"
+    },
+    {
+      "id": "TC26ENT3-STATGENIUS-OLD-SITE",
+      "companyId": null,
+      "title": "StatGenius另一原始域对应",
+      "url": "https://business-sci.com/about-us.html",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "该原始公司站展示StatGenius同类产品、相同联络电话及反链statgenius.io，登录指向app.statgenius.io。",
+      "limitation": "可证明网页/品牌联系，不能仅凭站名定法人年份；聚合站2015/2020字段未获原始登记支持，保留pending-year，不采估算收入。"
+    },
+    {
+      "id": "TC26ENT3-TRINITITE-HOME",
+      "companyId": null,
+      "title": "Trinitite Emu/Warden当前交付",
+      "url": "https://trinitite.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "Emu让Agent访问日历/邮件/一次性支付卡前依规则请求允许，Warden提供团队规则/记录；当前earlyaccess。",
+      "limitation": "购物金额/演示请求非收入；安全与隐私为厂商说明，未安装产品、签发卡片或独立测试阻断效果。"
+    },
+    {
+      "id": "TC26ENT3-TRINITITE-YEAR",
+      "companyId": null,
+      "title": "Trinitite公司页自填成立字段",
+      "url": "https://www.linkedin.com/company/trinitite",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "同域公司页自报2025成立、Raleigh、2—10范围，列DustinAllen/HearschJariwala。",
+      "limitation": "当前品牌年份与旧Fiscus/Caffeine沿革待核，不把关联6员工当精确团队。"
+    },
+    {
+      "id": "TC26ENT3-TRINITITE-PRICE",
+      "companyId": null,
+      "title": "Emu团队套餐",
+      "url": "https://trinitite.ai/pricing/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "个人免费；Work原$5/人/月、Teams含Warden原$35/人/月，企业定制，进入分批earlyaccess。",
+      "limitation": "报价不是已成交/已实现MRR，原$币种未确认；企业部署/政策配置和人工支持成本待拆。"
+    },
+    {
+      "id": "TC26ENT3-TRINITITE-TERMS",
+      "companyId": null,
+      "title": "Trinitite当前运营品牌主体",
+      "url": "https://trinitite.ai/terms-of-use/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "条款页列Emu/Trinitite来自FiscusFlowsInc.，页脚同名。",
+      "limitation": "该短页没有可核成立年/完整收费合同；Fiscus品牌沿革未核，不把2026版权当成立。"
+    },
+    {
+      "id": "TC26ENT3-TRINITITE-INVESTOR",
+      "companyId": null,
+      "title": "投资方原始试点材料",
+      "url": "https://primordial.io/news/trinitite-joins-primordial",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "投资方同域介绍DustinAllen/HearschJariwala及企业AI治理，称Big4/Top50律所已有pilots、拟转高额合同。",
+      "limitation": "试点不是已签高价值ARR或已付费；投资方与厂商叙述不作独立技术验证，原文May12未列绝对年不擅补日期。"
+    },
+    {
+      "id": "TC26ENT3-TRINITITE-OLD-BRAND",
+      "companyId": null,
+      "title": "Trinitite旧品牌报道线索",
+      "url": "https://grepbeat.com/2026/02/12/trinitite-helps-enterprises-deploying-ai-agents-move-fast-and-prove-it/",
+      "publishedAt": "2026-02-12",
+      "accessedAt": "2026-10-31",
+      "kind": "媒体旧品牌沿革线索（待原始登记补证）",
+      "summary": "报道把同一DustinAllen/HearschJariwala团队从2024FiscusAI/Caffeine转向Trinitite；只作旧业务沿革补查线索。",
+      "limitation": "媒体报道不替原始法人登记；与公司自填2025及FiscusFlows条款并列，待核法律/品牌起点，不推定矛盾造假。技术描述依据公司/投资方原始页。"
+    },
+    {
+      "id": "TC26ENT3-YOUNIFIED-HOME",
+      "companyId": null,
+      "title": "YOUnifiedAI跨系统业务问答/操作",
+      "url": "https://younifiedai.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "YOUnie问答与Workii协调现有CRM/财务/运营数据，并可跨应用执行工作流。",
+      "limitation": "业务连接/客户收入及现金看板不是本公司营收；厂商描述未独立测试，未授权接入任何客户账户。"
+    },
+    {
+      "id": "TC26ENT3-YOUNIFIED-YEAR",
+      "companyId": null,
+      "title": "YOUnifiedAI公司主页旧成立年",
+      "url": "https://www.linkedin.com/company/younifiedai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "官网反链公司页自报2024成立、MyrtleBeachSC、2—10范围。",
+      "limitation": "与SEC申报2026法人不同口径并列，不自动选择参赛年或新法人重置旧业务；关联账户不作精确团队。"
+    },
+    {
+      "id": "TC26ENT3-YOUNIFIED-SEC",
+      "companyId": null,
+      "title": "YOUnifiedAI原始SEC申报字段及访问范围",
+      "url": "https://www.sec.gov/Archives/edgar/data/2156637/000215663726000001/primary_doc.xml",
+      "publishedAt": "2026-09-24",
+      "accessedAt": "2026-10-31",
+      "kind": "官方SEC原始XML搜索正文与访问缺项",
+      "summary": "2026-09-24原始FormD的XML搜索正文可读，列YOUnifiedAIInc.Delaware法人2026、EuginaJordan/PraneetChivate与MyrtleBeach地址；申报证券融资已售65000。",
+      "limitation": "直达普通HTTP403、网页工具不支持text/xml，XSL不可读，不称实时直达核验。融资额不是营收；issuerRevenueRange原$1—$1M为宽档、未知期间，不补中点/ARR；2024经营与2026法人沿革待核。"
+    },
+    {
+      "id": "TC26ENT3-YOUNIFIED-PRICE",
+      "companyId": null,
+      "title": "YOUnifiedAI定价页单位不一致",
+      "url": "https://younifiedai.com/pricing/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "页面称按Insights/月容量且不按用户/席位，Starter卡片却写原$29.99/monthperuser；年付329.89、200/月或2400/年Insights，加购100原$18。",
+      "limitation": "同页计费单位冲突保留，未选择一种推客户收入；月年报价与Insight额度非已实现ARR，原$币种未核、合同和实际账单缺。"
+    },
+    {
+      "id": "TC26ENT3-YOUNIFIED-TERMS",
+      "companyId": null,
+      "title": "YOUnifiedAI订阅条款",
+      "url": "https://younifiedai.com/terms-conditions/",
+      "publishedAt": "2026-04-23",
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026企业组原始资料复核",
+      "summary": "2026-04-23生效条款称按月/年收费、第三方支付平台处理。",
+      "limitation": "生效日不当成立年；实际席位/用量单位和退款/履约应以订单核，条款本身不证明付费规模或收入。"
     }
   ],
   "reviews": [
@@ -93669,6 +94060,45 @@
         "TC26ENT2-LUMAI-REGISTER"
       ],
       "handling": "保留原名单、2025对应与旧证据；品牌/发布/条款/收购日期不代成立。网站外壳与可读机构资料分列，候选有记录不等主体/AI/财务全确认，未完成两年档案。"
+    },
+    {
+      "id": "TC26ENT3-R-FINANCE",
+      "type": "模拟样本、收入档和计费单位边界",
+      "company": "2026企业组最后10项",
+      "scope": "dataset",
+      "summary": "Marketrix/行为模型模拟不当真实受访者或销售，Mesh应计分录/客户规模不当自身收入，Optise平台运营/卖方转售不重复；Trinitite试点/席位报价、YOUnified融资/宽收入档与计费单位差异分列。",
+      "evidenceIds": [
+        "TC26ENT3-MARKETRIX-YEAR",
+        "TC26ENT3-MESH-HOME",
+        "TC26ENT3-OPTISE-TERMS",
+        "TC26ENT3-TRINITITE-PRICE",
+        "TC26ENT3-TRINITITE-INVESTOR",
+        "TC26ENT3-YOUNIFIED-SEC",
+        "TC26ENT3-YOUNIFIED-PRICE",
+        "TC26ENT3-SPIKY-HOME"
+      ],
+      "handling": "不新增任何ARR/MRR/收入观测，均不据宣传、原$报价、年化合同目标或客户效果估公司收入。待核实际订单、单位、净收入、履约/退款及实施支持成本；表面差异与离散性不是造假结论。"
+    },
+    {
+      "id": "TC26ENT3-R-ROSTER",
+      "type": "企业组26具名URL对账与原始登记补证",
+      "company": "2026总入口具名201URL",
+      "scope": "dataset",
+      "summary": "企业最后10完成访问记录，Mesh仅深化；Optise官方HTTP原始登记2024与条款编号相符，网页工具不可读差异保留；Marketrix2024履历/当前2025、Trinitite旧品牌、YOUnified2024经营/2026法人等待补。现2026具名39登记、162未登记。",
+      "evidenceIds": [
+        "TC26AG-INDEX",
+        "TC26ENT3-MARKETRIX-CV",
+        "TC26ENT3-MESH-YC",
+        "TC26ENT3-MIRROR-YEAR",
+        "TC26ENT3-OPTISE-REGISTER",
+        "TC26ENT3-PARAVERSE-YEAR",
+        "TC26ENT3-PITCHIN-PROFILE",
+        "TC26ENT3-SPIKY-YEAR",
+        "TC26ENT3-STATGENIUS-ABOUT",
+        "TC26ENT3-TRINITITE-OLD-BRAND",
+        "TC26ENT3-YOUNIFIED-SEC"
+      ],
+      "handling": "企业26只代表具名原网址都有尝试/记录，不证明所有候选成立/AI/收入完成，2025与2026来源全覆盖仍缺。原3空锚保留，其中Spiky与具名同URL对应、其余2待核；主公司不重复新增。"
     }
   ],
   "coverage": {
@@ -102925,6 +103355,181 @@
           ]
         }
       ]
+    },
+    {
+      "id": "TC-2026-battlefield-enterprise-3",
+      "sourceId": "S02",
+      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
+      "accessedAt": "2026-10-31",
+      "scope": "2026企业组最后10原网址逐项核对：Mesh深化既有YC30292，4旧成立/业务范围外，5成立/主体沿革待核，无新增主公司或收入。企业26具名URL现均有访问记录，不等主体/AI/财务全确认；2026现39登记、162具名余项，3原空锚另列。Spiky空锚与具名同URL对应，不重复公司。",
+      "complete": false,
+      "records": [
+        {
+          "id": "TC26-ENT-MARKETRIX",
+          "name": "Marketrix",
+          "url": "https://www.marketrix.ai",
+          "categoryId": "C06",
+          "kind": "company",
+          "profileStatus": "unavailable",
+          "status": "pending-year",
+          "note": "当前公司页2025与旧缓存/共同创办者履历2024并列，待核公司化起点；原域仅标题。用户模拟/研究暂归C06，不把persona规模当真实人数，原始收费和合同未核。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26ENT3-MARKETRIX-HOME",
+            "TC26ENT3-MARKETRIX-YEAR",
+            "TC26ENT3-MARKETRIX-CV"
+          ]
+        },
+        {
+          "id": "TC26-ENT-MESH",
+          "name": "Mesh",
+          "url": "https://www.usemesh.com",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "linked",
+          "note": "YC当前官方与公司页均2025，对应既有YC30292，深化并改归专业会计应用，保留原始发现快照；不新增或套用mesh.ai近名公司。客户企业人数/分录金额和ROI不作自身团队或收入。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26ENT3-MESH-HOME",
+            "TC26ENT3-MESH-YC",
+            "TC26ENT3-MESH-YEAR"
+          ],
+          "companyId": "YC30292"
+        },
+        {
+          "id": "TC26-ENT-MIRROR",
+          "name": "Mirror Particle",
+          "url": "http://mirrorparticle.com",
+          "categoryId": "C01",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "同域公司页自报2024，暂范围外；法律页AiphroditeAiInc.d/b/aMirrorParticle不当2026新公司。厂商行为基础模型定位按C01暂分，不代表已验证通用基础能力；模拟响应与真实销售分开。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26ENT3-MIRROR-HOME",
+            "TC26ENT3-MIRROR-YEAR",
+            "TC26ENT3-MIRROR-LEGAL"
+          ]
+        },
+        {
+          "id": "TC26-ENT-OPTISE",
+          "name": "Optise",
+          "url": "https://optise.com/",
+          "categoryId": "C06",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "冰岛官方原始HTML与条款编号对应2024-11-01成立/登记，暂范围外；保留美国子公司卖方/冰岛运营者区别，不用2025融资或2026VAT重置成立。订阅、代销/内部往来及客户效果分开。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26ENT3-OPTISE-HOME",
+            "TC26ENT3-OPTISE-PROFILE",
+            "TC26ENT3-OPTISE-TERMS",
+            "TC26ENT3-OPTISE-INVESTOR",
+            "TC26ENT3-OPTISE-REGISTER"
+          ]
+        },
+        {
+          "id": "TC26-ENT-PARAVERSE",
+          "name": "Paraverse Technology Limited",
+          "url": "https://paraverse.cc",
+          "categoryId": "C02",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "公司原文2016起步，旧主体/业务暂范围外；云XR/渲染与数字人应用须分开，LarkXR/ImmerShare是产品沿革，不冒充新AI公司。云GPU使用费/授权/项目集成与经常软件净费未知。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26ENT3-PARAVERSE-HOME",
+            "TC26ENT3-PARAVERSE-YEAR"
+          ]
+        },
+        {
+          "id": "TC26-ENT-PITCHIN",
+          "name": "PitchIN",
+          "url": "https://www.getpitchin.com",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "unavailable",
+          "status": "pending-year",
+          "note": "当前原域仅标题；公司原始页可补生命科学BD匹配用途但无Founded，成立/精确主体待核。免费活动/伙伴页面不证明已实现订阅；展示的标的营收门槛不归平台。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26ENT3-PITCHIN-HOME",
+            "TC26ENT3-PITCHIN-PROFILE"
+          ]
+        },
+        {
+          "id": "TC26-ENT-SPIKY",
+          "name": "Spiky.ai",
+          "url": "https://spiky.ai/",
+          "categoryId": "C06",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "公司同域公开页自报2022成立，暂范围外；客户营收提升不作自身ARR，当前付费/合同额未核。原名单另有相同URL空锚，按同一网页对应，不重复计公司。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26ENT3-SPIKY-HOME",
+            "TC26ENT3-SPIKY-YEAR"
+          ]
+        },
+        {
+          "id": "TC26-ENT-STATGENIUS",
+          "name": "StatGenius",
+          "url": "https://statgenius.io/",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "note": "当前科学/市场研究统计AI产品原始页可读，但成立/精确主体未知；business-sci同产品反链不是注册证明，聚合年2015/2020不择一。非神经网络不排除AI，技术性能/合同价格均待核。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26ENT3-STATGENIUS-HOME",
+            "TC26ENT3-STATGENIUS-ABOUT",
+            "TC26ENT3-STATGENIUS-OLD-SITE"
+          ]
+        },
+        {
+          "id": "TC26-ENT-TRINITITE",
+          "name": "Trinitite",
+          "url": "https://trinitite.ai",
+          "categoryId": "C03",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "note": "公司页2025、条款FiscusFlowsInc.和媒体所述2024Fiscus/Caffeine旧业务分别保留，精确沿革待核。按Agent规则/批准设施暂归C03；原$5/$35席位报价与试点/拟转合同不当ARR，未执行安全测试。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26ENT3-TRINITITE-HOME",
+            "TC26ENT3-TRINITITE-YEAR",
+            "TC26ENT3-TRINITITE-PRICE",
+            "TC26ENT3-TRINITITE-TERMS",
+            "TC26ENT3-TRINITITE-INVESTOR",
+            "TC26ENT3-TRINITITE-OLD-BRAND"
+          ]
+        },
+        {
+          "id": "TC26-ENT-YOUNIFIED",
+          "name": "YOUnifiedAI, Inc.",
+          "url": "https://younifiedai.com/",
+          "categoryId": "C05",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "note": "公司页2024与SEC原始XML搜索正文2026法人年并列，经营/新法人沿革待核，不新增主公司。融资65000、宽收入档不当ARR；官网同时不按用户与每用户月费，记录收费单位差异待原合同补证。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26ENT3-YOUNIFIED-HOME",
+            "TC26ENT3-YOUNIFIED-YEAR",
+            "TC26ENT3-YOUNIFIED-SEC",
+            "TC26ENT3-YOUNIFIED-PRICE",
+            "TC26ENT3-YOUNIFIED-TERMS"
+          ]
+        }
+      ]
     }
   ],
   "directoryRechecks": [

content/research/ai-income-analysis.json

@@ -1,5 +1,5 @@
 {
-  "sourceVersion": "2026-10-31-tc26-enterprise-2",
+  "sourceVersion": "2026-10-31-tc26-enterprise-3",
   "asOf": "2026-10-31",
   "metric": "platform-mrr-usd",
   "sampleUnit": "product-or-business",