Register all 32 enterprise Battlefield discovery entries

apps/docs/scripts/auth-cli.ts

@@ -184,7 +184,7 @@ async function main() {
   const research = await researchResponse.json();
   assert.equal(research.companies.length, 1023);
   assert.equal(research.categories.length, 11);
-  assert.equal(research.evidence.length, 1259);
+  assert.equal(research.evidence.length, 1290);
   assert.equal(research.observations.length, 189);
   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

@@ -24,7 +24,7 @@ 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, 1023);
-    assert.equal(initial.evidence.length, 1259);
+    assert.equal(initial.evidence.length, 1290);
     assert.equal(initial.observations.length, 189);
     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");
@@ -65,7 +65,7 @@ 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, 60);
-  assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 9);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 10);
   assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 29);
   const review = snapshot.reviews.find((r) => r.id === "R4")!;
   assert.deepEqual(reviewCompanyIds(snapshot, review), ["AI007", "AI013", "AI021", "AI034"]);
@@ -307,7 +307,7 @@ 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, 8);
+  assert.equal(snapshot.candidateBatches!.flatMap((b) => b.records).filter((r) => r.status === "pending-year").length, 31);
 });
 
 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": "2026-10-30-archives-1",
+  "version": "2026-10-30-battlefield-1",
   "asOf": "2026-10-30",
   "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": [
@@ -45810,8 +45810,8 @@
       "publishedAt": "2025-12-29",
       "accessedAt": "2026-10-30",
       "kind": "媒体候选发现",
-      "summary": "从2025企业竞赛精选名单选择五条线索，逐项另查原始资料。",
-      "limitation": "仅读取并核查五项，不声称32项、全部200参赛者或两年档案完成；参赛年不等成立年，不复用文章宣传评价为独立能力判断。"
+      "summary": "本篇企业竞赛名单的32项发现条目均已登记；业务与年份以各条所列原始材料补证。",
+      "limitation": "名单登记不等逐家公司成立、AI主营或财务核验；参赛年不等成立年，不声称覆盖全部参赛者或两年档案。"
     },
     {
       "id": "TC-BF25-HYPER",
@@ -45867,6 +45867,347 @@
       "kind": "公司官网访问核查",
       "summary": "从发现链接访问getzinnia.ai，本次重定向getzinnia.com后无法读取正文。",
       "limitation": "不以搜索摘录或其他同名Zinnia公司填补成立年、团队或收入；当前无法核实该域名的主体连续性。"
+    },
+    {
+      "id": "TC25-PRIMARY-06",
+      "companyId": null,
+      "title": "AI Seer：发现域名原始资料读取",
+      "url": "https://aiseer.co/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "官网仅返回页面标题，正文未可读；另查公司公开主页补年份。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-07",
+      "companyId": null,
+      "title": "Atlantix Portal：发现域名原始资料读取",
+      "url": "https://www.atlantix.cc/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "官网提供技术发现与商业计划平台；成立年、AI主营及运营者待核，不与atlantix.io、Atlantix Global或同名媒体业务混用。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-08",
+      "companyId": null,
+      "title": "Blok（现域名转Seldon）：发现域名原始资料读取",
+      "url": "https://www.joinblok.co/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "原域名重定向seldon.com，当前官网描述行为建模和产品测试；主体及品牌沿革待核，不按跳转新增公司或继承业绩。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-09",
+      "companyId": null,
+      "title": "Breakout：发现域名原始资料读取",
+      "url": "https://www.getbreakout.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "发现域名本次不可访问；主营、成立年及运营者待原始材料补证，不与其他同名产品混用。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-10",
+      "companyId": null,
+      "title": "CODA：发现域名原始资料读取",
+      "url": "https://www.codasign.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "官网本次没有可读正文；成立年、主体和主营原始说明待补，不与Coda文档或YC Codag混用。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-11",
+      "companyId": null,
+      "title": "Collabwriting（现域名转Cluing）：发现域名原始资料读取",
+      "url": "https://collabwriting.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "原域名转Cluing，当前官网描述托管Agent与知识工作；更名、主体连续性及成立年待核，演示模板数字不当收入。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-12",
+      "companyId": null,
+      "title": "Dextego：发现域名原始资料读取",
+      "url": "https://dextego.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "官网描述实时销售辅导；营销效果、客户业绩和高管履历不作Dextego收入，成立年另据公司主页核对。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-13",
+      "companyId": null,
+      "title": "Elloe AI：发现域名原始资料读取",
+      "url": "https://elloe.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "发现官网本次不可访问；主营、成立年与主体待补证，不以报道或参赛年份代填。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-14",
+      "companyId": null,
+      "title": "Elroi：发现域名原始资料读取",
+      "url": "https://www.elroi.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "官网描述面向AI企业的用户同意数据与上下文基础设施；成立年及主体待核，路线图、合规标识和API示例不当已实现交付或收入。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-15",
+      "companyId": null,
+      "title": "Etiq AI：发现域名原始资料读取",
+      "url": "https://etiq.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "官网描述企业AI能力培训与工作结果验证；成立年另据公司主页核对，页面示例数字不当收入或独立性能测试。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-16",
+      "companyId": null,
+      "title": "GRAVL：发现域名原始资料读取",
+      "url": "https://www.gravl.io/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "官网描述科研设施服务目录、订单及支付管理；AI主营与成立年待核，实验室增收或设备利用率不当GRAVL收入。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-17",
+      "companyId": null,
+      "title": "JustAI：发现域名原始资料读取",
+      "url": "https://justwords.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "域名转getjust.ai，官网描述生命周期营销与个性化Agent；法律主体、成立年及品牌沿革待核，不继承其他同名公司业绩。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-18",
+      "companyId": null,
+      "title": "KrosAI：发现域名原始资料读取",
+      "url": "https://krosai.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "官网描述AI Agent接入电话网络的API、号码与路由基础设施；成立年待核，支持市场数和客户标识不当收入。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-19",
+      "companyId": null,
+      "title": "Libertify / Docustream：发现域名原始资料读取",
+      "url": "https://docustream.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "发现官网返回503；品牌关系、成立年、主营及收入归属待原始资料补证。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-20",
+      "companyId": null,
+      "title": "Maisa：发现域名原始资料读取",
+      "url": "https://maisa.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "官网描述受监管企业流程的数字员工与可追溯执行；成立年及收费待核，客户合作不自动代表特定合同收入。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-21",
+      "companyId": null,
+      "title": "Mappa：发现域名原始资料读取",
+      "url": "https://mappa.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "官网描述招聘匹配、语音信号与用工支持；成立年及主体待核，员工留存、候选人薪资或客户节省金额不作平台收入。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-22",
+      "companyId": null,
+      "title": "mAy-I：发现域名原始资料读取",
+      "url": "https://en.may-i.io/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "官网描述线下门店访客视觉分析，另查官网历史记录判断既有业务；版权年不作成立年。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-23",
+      "companyId": null,
+      "title": "Mendo：发现域名原始资料读取",
+      "url": "https://mendo.cloud/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "官网描述在办公工具中推动企业生成式AI采用及治理；成立年待核，用户采用与客户效果不作收入。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-24",
+      "companyId": null,
+      "title": "Nimblemind：发现域名原始资料读取",
+      "url": "https://nimblemind.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "官网描述临床数据结构化、标注与管理；成立年待核，厂商临床试点准确率不当独立评测或公司收入。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-25",
+      "companyId": null,
+      "title": "Plurall AI：发现域名原始资料读取",
+      "url": "https://www.plurall.info/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "官网描述多模态深伪检测并关联plurall.ai；成立年及主体待核，页面演示分数与行业损失数字不作自身收入或独立测试。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-26",
+      "companyId": null,
+      "title": "PRVIEW：发现域名原始资料读取",
+      "url": "https://www.prview.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "官网本次不可访问；主营、主体和成立年待补，不以类似名称产品代填。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-27",
+      "companyId": null,
+      "title": "Rayda：发现域名原始资料读取",
+      "url": "https://www.rayda.co/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "官网本次不可访问；AI主营、主体和成立年待补，不能把客户设备采购额当收入。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-28",
+      "companyId": null,
+      "title": "Sponstar：发现域名原始资料读取",
+      "url": "https://sponstar.io/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "官网描述品牌与活动赞助匹配及城市互动任务；AI主营、成立年待核，活动观众和赞助机会不作公司ARR。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-29",
+      "companyId": null,
+      "title": "Unthread：发现域名原始资料读取",
+      "url": "https://unthread.io/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "官网描述Slack、Teams等渠道的工单、知识及服务流程；成立年待核，客户标识和工单量不当收入。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-30",
+      "companyId": null,
+      "title": "Visualsyn：发现域名原始资料读取",
+      "url": "https://visualsyn.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "官网仅返回标题、没有可读正文；AI主营、成立年与主体待补证。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-31",
+      "companyId": null,
+      "title": "WeShop AI：发现域名原始资料读取",
+      "url": "https://www.weshop.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "官网提供电商图片与视频生成，并称由MOGU支持；产品、集团及法人成立年需区分，MOGU历史收入不转作WeShop AI收入。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-PRIMARY-32",
+      "companyId": null,
+      "title": "ZETIC.ai：发现域名原始资料读取",
+      "url": "https://zetic.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网材料与访问核查",
+      "summary": "官网描述设备端硬件推理优化；成立年待核，厂商录制演示和不同硬件的加速倍数不当独立统一能力排名。",
+      "limitation": "本条仅记录本轮可读内容或访问缺项；未独立核验成立、法律主体、效果或收入，未读取的正文不作已读。"
+    },
+    {
+      "id": "TC25-SEER-PROFILE",
+      "companyId": null,
+      "title": "AI Seer：既有业务年份依据",
+      "url": "https://www.linkedin.com/company/aiseer",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司公开主页与官方历史材料",
+      "summary": "公司公开主页列Founded 2019，并链接aiseer.co。",
+      "limitation": "2019为公司自述，不是注册核验；官网本次空白由公司主页补年份，不把客户或检测宣传当收入。"
+    },
+    {
+      "id": "TC25-DEXTEGO-PROFILE",
+      "companyId": null,
+      "title": "Dextego：既有业务年份依据",
+      "url": "https://www.linkedin.com/company/dextego",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司公开主页与官方历史材料",
+      "summary": "公司公开主页列Founded 2023，并链接dextego.com。",
+      "limitation": "公司自述年份非注册证明；销售辅导效果、客户收入和高管过往业绩不当自身ARR。"
+    },
+    {
+      "id": "TC25-ETIQ-PROFILE",
+      "companyId": null,
+      "title": "Etiq AI：既有业务年份依据",
+      "url": "https://uk.linkedin.com/company/etiq",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司公开主页与官方历史材料",
+      "summary": "公司公开主页列Founded 2019，官网为etiq.ai。",
+      "limitation": "不与同名标签印刷或西班牙投诉软件企业混用；公司自述非独立注册核验。"
+    },
+    {
+      "id": "TC25-MAYI-HISTORY",
+      "companyId": null,
+      "title": "mAy-I：既有业务年份依据",
+      "url": "https://may-i.io/company",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司公开主页与官方历史材料",
+      "summary": "官网公司页关联线下访客分析产品，并列2024年6月及2023年的业务新闻记录。",
+      "limitation": "早于2025的业务历史用于排除新公司候选，页面日期与版权年均不当精确成立年；未读取所链接的媒体正文。"
     }
   ],
   "reviews": [
@@ -47272,6 +47613,21 @@
       ],
       "handling": "不新增公司或收入观测，不将客户盈利分析结果、准确率或合规宣传转为公司收入或独立技术验证。",
       "scope": "excluded-candidate"
+    },
+    {
+      "id": "TC25-R-ROSTER-COVERAGE",
+      "type": "单篇名单登记与新公司核验边界",
+      "company": "2025企业竞赛名单整体",
+      "scope": "dataset",
+      "summary": "将原五条定向线索扩展为该篇32项条目的完整登记，分别保留原始链接可读性、域名跳转与年份缺项。",
+      "evidenceIds": [
+        "TC-BF25",
+        "TC25-SEER-PROFILE",
+        "TC25-DEXTEGO-PROFILE",
+        "TC25-ETIQ-PROFILE",
+        "TC25-MAYI-HISTORY"
+      ],
+      "handling": "单篇名单完整登记不等来源两年全量；新补27项中4项依据原始历史材料排除，其余保留待核，不补零收入或从参赛年推成立年。"
     }
   ],
   "coverage": {
@@ -48021,7 +48377,7 @@
       "sourceId": "S02",
       "url": "https://techcrunch.com/2025/12/29/the-32-top-enterprise-tech-startups-from-disrupt-startup-battlefield/",
       "accessedAt": "2026-10-30",
-      "scope": "从2025-12-29企业竞赛名单中选取五条线索，按另列原始资料补证；不是该文32项全表、全部参赛者或两年档案。名录、参赛和报道时点均不直接作成立年。",
+      "scope": "本篇2025-12-29企业竞赛报道的32项企业条目均已登记，并逐项尝试原始链接。成立年、AI主营、域名跳转和不可读正文分别留缺；仅完成该篇名单登记，不代表全部200参赛者或TechCrunch两年档案。",
       "complete": false,
       "records": [
         {
@@ -48094,6 +48450,388 @@
             "TC-BF25-ZINNIA"
           ],
           "note": "官方域名重定向后的正文不可读，成立年和主体连续性留缺，不套用其他同名公司资料。"
+        },
+        {
+          "id": "TC25-BF-06",
+          "name": "AI Seer",
+          "url": "https://aiseer.co/",
+          "categoryId": "C05",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-06",
+            "TC25-SEER-PROFILE"
+          ],
+          "note": "官网仅返回页面标题，正文未可读；另查公司公开主页补年份。 公司公开主页列Founded 2019，并链接aiseer.co。 按范围外既有业务排除，不新增2025—2026公司。"
+        },
+        {
+          "id": "TC25-BF-07",
+          "name": "Atlantix Portal",
+          "url": "https://www.atlantix.cc/",
+          "categoryId": "C05",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-07"
+          ],
+          "note": "官网提供技术发现与商业计划平台；成立年、AI主营及运营者待核，不与atlantix.io、Atlantix Global或同名媒体业务混用。"
+        },
+        {
+          "id": "TC25-BF-08",
+          "name": "Blok（现域名转Seldon）",
+          "url": "https://www.joinblok.co/",
+          "categoryId": "C05",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-08"
+          ],
+          "note": "原域名重定向seldon.com，当前官网描述行为建模和产品测试；主体及品牌沿革待核，不按跳转新增公司或继承业绩。"
+        },
+        {
+          "id": "TC25-BF-09",
+          "name": "Breakout",
+          "url": "https://www.getbreakout.ai/",
+          "categoryId": "C00",
+          "kind": "company",
+          "profileStatus": "unavailable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-09"
+          ],
+          "note": "发现域名本次不可访问；主营、成立年及运营者待原始材料补证，不与其他同名产品混用。"
+        },
+        {
+          "id": "TC25-BF-10",
+          "name": "CODA",
+          "url": "https://www.codasign.ai/",
+          "categoryId": "C00",
+          "kind": "company",
+          "profileStatus": "unavailable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-10"
+          ],
+          "note": "官网本次没有可读正文；成立年、主体和主营原始说明待补，不与Coda文档或YC Codag混用。"
+        },
+        {
+          "id": "TC25-BF-11",
+          "name": "Collabwriting（现域名转Cluing）",
+          "url": "https://collabwriting.com/",
+          "categoryId": "C05",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-11"
+          ],
+          "note": "原域名转Cluing，当前官网描述托管Agent与知识工作；更名、主体连续性及成立年待核，演示模板数字不当收入。"
+        },
+        {
+          "id": "TC25-BF-12",
+          "name": "Dextego",
+          "url": "https://dextego.com/",
+          "categoryId": "C06",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-12",
+            "TC25-DEXTEGO-PROFILE"
+          ],
+          "note": "官网描述实时销售辅导；营销效果、客户业绩和高管履历不作Dextego收入，成立年另据公司主页核对。 公司公开主页列Founded 2023，并链接dextego.com。 按范围外既有业务排除，不新增2025—2026公司。"
+        },
+        {
+          "id": "TC25-BF-13",
+          "name": "Elloe AI",
+          "url": "https://elloe.ai/",
+          "categoryId": "C00",
+          "kind": "company",
+          "profileStatus": "unavailable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-13"
+          ],
+          "note": "发现官网本次不可访问；主营、成立年与主体待补证，不以报道或参赛年份代填。"
+        },
+        {
+          "id": "TC25-BF-14",
+          "name": "Elroi",
+          "url": "https://www.elroi.ai/",
+          "categoryId": "C02",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-14"
+          ],
+          "note": "官网描述面向AI企业的用户同意数据与上下文基础设施；成立年及主体待核，路线图、合规标识和API示例不当已实现交付或收入。"
+        },
+        {
+          "id": "TC25-BF-15",
+          "name": "Etiq AI",
+          "url": "https://etiq.ai/",
+          "categoryId": "C05",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-15",
+            "TC25-ETIQ-PROFILE"
+          ],
+          "note": "官网描述企业AI能力培训与工作结果验证；成立年另据公司主页核对，页面示例数字不当收入或独立性能测试。 公司公开主页列Founded 2019，官网为etiq.ai。 按范围外既有业务排除，不新增2025—2026公司。"
+        },
+        {
+          "id": "TC25-BF-16",
+          "name": "GRAVL",
+          "url": "https://www.gravl.io/",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-16"
+          ],
+          "note": "官网描述科研设施服务目录、订单及支付管理；AI主营与成立年待核，实验室增收或设备利用率不当GRAVL收入。"
+        },
+        {
+          "id": "TC25-BF-17",
+          "name": "JustAI",
+          "url": "https://justwords.ai/",
+          "categoryId": "C06",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-17"
+          ],
+          "note": "域名转getjust.ai，官网描述生命周期营销与个性化Agent；法律主体、成立年及品牌沿革待核，不继承其他同名公司业绩。"
+        },
+        {
+          "id": "TC25-BF-18",
+          "name": "KrosAI",
+          "url": "https://krosai.com/",
+          "categoryId": "C03",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-18"
+          ],
+          "note": "官网描述AI Agent接入电话网络的API、号码与路由基础设施；成立年待核，支持市场数和客户标识不当收入。"
+        },
+        {
+          "id": "TC25-BF-19",
+          "name": "Libertify / Docustream",
+          "url": "https://docustream.ai/",
+          "categoryId": "C00",
+          "kind": "company",
+          "profileStatus": "unavailable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-19"
+          ],
+          "note": "发现官网返回503；品牌关系、成立年、主营及收入归属待原始资料补证。"
+        },
+        {
+          "id": "TC25-BF-20",
+          "name": "Maisa",
+          "url": "https://maisa.ai/",
+          "categoryId": "C05",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-20"
+          ],
+          "note": "官网描述受监管企业流程的数字员工与可追溯执行；成立年及收费待核，客户合作不自动代表特定合同收入。"
+        },
+        {
+          "id": "TC25-BF-21",
+          "name": "Mappa",
+          "url": "https://mappa.ai/",
+          "categoryId": "C05",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-21"
+          ],
+          "note": "官网描述招聘匹配、语音信号与用工支持；成立年及主体待核，员工留存、候选人薪资或客户节省金额不作平台收入。"
+        },
+        {
+          "id": "TC25-BF-22",
+          "name": "mAy-I",
+          "url": "https://en.may-i.io/",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-22",
+            "TC25-MAYI-HISTORY"
+          ],
+          "note": "官网描述线下门店访客视觉分析，另查官网历史记录判断既有业务；版权年不作成立年。 官网公司页关联线下访客分析产品，并列2024年6月及2023年的业务新闻记录。 按范围外既有业务排除，不新增2025—2026公司。"
+        },
+        {
+          "id": "TC25-BF-23",
+          "name": "Mendo",
+          "url": "https://mendo.cloud/",
+          "categoryId": "C05",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-23"
+          ],
+          "note": "官网描述在办公工具中推动企业生成式AI采用及治理；成立年待核，用户采用与客户效果不作收入。"
+        },
+        {
+          "id": "TC25-BF-24",
+          "name": "Nimblemind",
+          "url": "https://nimblemind.ai/",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-24"
+          ],
+          "note": "官网描述临床数据结构化、标注与管理；成立年待核，厂商临床试点准确率不当独立评测或公司收入。"
+        },
+        {
+          "id": "TC25-BF-25",
+          "name": "Plurall AI",
+          "url": "https://www.plurall.info/",
+          "categoryId": "C05",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-25"
+          ],
+          "note": "官网描述多模态深伪检测并关联plurall.ai；成立年及主体待核，页面演示分数与行业损失数字不作自身收入或独立测试。"
+        },
+        {
+          "id": "TC25-BF-26",
+          "name": "PRVIEW",
+          "url": "https://www.prview.ai/",
+          "categoryId": "C00",
+          "kind": "company",
+          "profileStatus": "unavailable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-26"
+          ],
+          "note": "官网本次不可访问；主营、主体和成立年待补，不以类似名称产品代填。"
+        },
+        {
+          "id": "TC25-BF-27",
+          "name": "Rayda",
+          "url": "https://www.rayda.co/",
+          "categoryId": "C00",
+          "kind": "company",
+          "profileStatus": "unavailable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-27"
+          ],
+          "note": "官网本次不可访问；AI主营、主体和成立年待补，不能把客户设备采购额当收入。"
+        },
+        {
+          "id": "TC25-BF-28",
+          "name": "Sponstar",
+          "url": "https://sponstar.io/",
+          "categoryId": "C06",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-28"
+          ],
+          "note": "官网描述品牌与活动赞助匹配及城市互动任务；AI主营、成立年待核，活动观众和赞助机会不作公司ARR。"
+        },
+        {
+          "id": "TC25-BF-29",
+          "name": "Unthread",
+          "url": "https://unthread.io/",
+          "categoryId": "C06",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-29"
+          ],
+          "note": "官网描述Slack、Teams等渠道的工单、知识及服务流程；成立年待核，客户标识和工单量不当收入。"
+        },
+        {
+          "id": "TC25-BF-30",
+          "name": "Visualsyn",
+          "url": "https://visualsyn.com/",
+          "categoryId": "C00",
+          "kind": "company",
+          "profileStatus": "unavailable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-30"
+          ],
+          "note": "官网仅返回标题、没有可读正文；AI主营、成立年与主体待补证。"
+        },
+        {
+          "id": "TC25-BF-31",
+          "name": "WeShop AI",
+          "url": "https://www.weshop.ai/",
+          "categoryId": "C08",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-31"
+          ],
+          "note": "官网提供电商图片与视频生成，并称由MOGU支持；产品、集团及法人成立年需区分，MOGU历史收入不转作WeShop AI收入。"
+        },
+        {
+          "id": "TC25-BF-32",
+          "name": "ZETIC.ai",
+          "url": "https://zetic.ai/",
+          "categoryId": "C02",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC-BF25",
+            "TC25-PRIMARY-32"
+          ],
+          "note": "官网描述设备端硬件推理优化；成立年待核，厂商录制演示和不同硬件的加速倍数不当独立统一能力排名。"
         }
       ]
     }

content/research/ai-companies.sources.json

@@ -1,5 +1,5 @@
 {
-  "version": "2026-10-30-19",
+  "version": "2026-10-30-20",
   "scopeConfirmedAt": "2026-10-30",
   "acceptance": "以确认的公开来源清单为边界，逐条核对并标明缺项。",
   "provenance": "S01—S12恢复自已提交用户的《AI公司研究_来源与分类模板》来源清单；S13—S16单列后续已使用的补充证据渠道，不将使用次数当作全量覆盖。",
@@ -28,8 +28,8 @@
         "techcrunch.com"
       ],
       "initialAccess": "AI栏目可读取",
-      "boundary": "栏目首页选择的3条公司线索已追溯原始资料：Wabi据公开名录2025年份、Thrive Holdings据公司主页2025自述关联公司，DreamHQ成立年仍待核。Thrive控股改造与收购/有机收入边界单列；非首页全部条目或两年档案，公开分类接口与RSS普通HTTP请求返回403。 已补读2025年度档案入口、AI第二页，并从2025企业竞赛报道定向核5条：复用1条、范围外1条、待核3条；不是完整32项名单或两年全量。",
-      "nextCheck": "沿已验证可读的普通2025档案及AI分页继续补台账；记录未读分页，补DreamHQ、Billow、Cashew Research和Zinnia成立与主体依据，区分竞赛年、批次、产品和公司成立年。",
+      "boundary": "2026首页定向3项已登记。另已读2025年度档案入口与AI第二页，并完整登记一篇2025企业竞赛名单32项：复用1项、范围外5项、待核26项；每项均尝试原始链接，未知与不可读保留。单篇32项不等全部200参赛者、全部分页或两年全量；RSS/API普通请求受限。",
+      "nextCheck": "继续核本篇26项的成立、主体及AI主营，优先解决域名更名与不可读项；沿普通2025档案和AI分页扩展其余来源台账，区分参赛年、批次与公司成立年。",
       "limitation": "需追溯原始披露，部分文章受访问限制",
       "accessRecheckedAt": "2026-10-30"
     },

content/research/ai-income-analysis.json

@@ -1,5 +1,5 @@
 {
-  "sourceVersion": "2026-10-30-archives-1",
+  "sourceVersion": "2026-10-30-battlefield-1",
   "asOf": "2026-10-30",
   "metric": "platform-mrr-usd",
   "sampleUnit": "product-or-business",