diff --git a/apps/docs/scripts/auth-cli.ts b/apps/docs/scripts/auth-cli.ts index 3dc4b6c..2225b75 100644 --- a/apps/docs/scripts/auth-cli.ts +++ b/apps/docs/scripts/auth-cli.ts @@ -184,8 +184,8 @@ async function main() { const research = await researchResponse.json(); assert.equal(research.companies.length, 1051); assert.equal(research.categories.length, 11); - assert.equal(research.evidence.length, 2160); - assert.equal(research.observations.length, 299); + assert.equal(research.evidence.length, 2191); + assert.equal(research.observations.length, 304); 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 }); assert.equal(researchPage.status, 200); diff --git a/apps/docs/tests/research.test.ts b/apps/docs/tests/research.test.ts index c6fc9e8..f8fcdfe 100644 --- a/apps/docs/tests/research.test.ts +++ b/apps/docs/tests/research.test.ts @@ -24,8 +24,8 @@ 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, 1051); - assert.equal(initial.evidence.length, 2160); - assert.equal(initial.observations.length, 299); + assert.equal(initial.evidence.length, 2191); + assert.equal(initial.observations.length, 304); 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"); assert.deepEqual(readResearchSnapshot(), initial, "reopening does not duplicate records"); @@ -64,7 +64,7 @@ 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, 136); + assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 138); assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 12); assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 44); const review = snapshot.reviews.find((r) => r.id === "R4")!; @@ -86,10 +86,10 @@ test("disclosure counts exclude client income, biographies, targets and duplicat const snapshot = seed as ResearchSnapshot; const summary = categorySummary(snapshot); assert.equal(summary.reduce((n, c) => n + c.count, 0), 1051); - assert.equal(summary.reduce((n, c) => n + c.self, 0), 47); + assert.equal(summary.reduce((n, c) => n + c.self, 0), 48); assert.equal(summary.reduce((n, c) => n + c.estimate, 0), 2); assert.equal(summary.reduce((n, c) => n + c.platform, 0), 19); - assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 983); + assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 982); assert.equal(snapshot.companies.find((c) => c.name === "Rork")?.revenueStatus, "unknown"); assert.equal(snapshot.companies.find((c) => c.name === "Result")?.revenueStatus, "unknown"); assert.ok(snapshot.observations.filter((o) => o.selection === "signal").every((o) => o.scope === "公司整体")); @@ -101,7 +101,7 @@ test("disclosure counts exclude client income, biographies, targets and duplicat 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, 63); + assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 64); assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 9); assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "independent-test").length, 1); assert.equal(snapshot.companies.find((c) => c.id === "AI051")?.revenueStatus, "unknown"); diff --git a/content/research/ai-companies.seed.json b/content/research/ai-companies.seed.json index 95e2c17..877660e 100644 --- a/content/research/ai-companies.seed.json +++ b/content/research/ai-companies.seed.json @@ -1,5 +1,5 @@ { - "version": "2026-10-31-industry-9", + "version": "2026-10-31-industry-10", "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": [ @@ -10548,27 +10548,29 @@ "year": 2025, "team": 2, "location": "Germany", - "business": "公司简介：Lunavo is the AI assistant for carriers.", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "接入货运承运商系统，处理订单、状态更新及运营异常。", + "buyer": "卡车承运及调度团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。", + "notes": "保留运输专业应用；自述按反馈改进和自主解决问题未实测，人工处理重要判断仍属交付。司机延误例子不是实际客户记录，货物、运费和客户增收非平台收入。 原成立与团队快照保留；主营复核不等财务或技术审计。", "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", "evidenceIds": [ - "YC-E-30865" + "YC-E-30865", + "INDUSTRY10-CAT-YC30865" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核原目录标签初分：接入货运承运商系统，处理订单、状态更新及运营异常。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。", "directoryTags": [ "Logistics", "Transportation", "Operations", "AI Assistant" - ] + ], + "businessModel": "运输运营软件；系统、任务、通信及人工升级成本待拆" }, { "id": "YC30867", @@ -10608,28 +10610,30 @@ "year": 2025, "team": 3, "location": "New York City, NY", - "business": "公司简介：The AI equipment manager for post-acute care", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为护理机构盘点床、轮椅和制氧机并跟踪设备生命周期。", + "buyer": "专业护理及后急性机构运营团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。", + "notes": "保留护理设备运营，不认定销售自有医疗器械。70%租费下降及10万以上年度节省是首客户及预测自述，未核实际账单，不作Norra收入或已实现毛利。 原成立与团队快照保留；主营复核不等财务或技术审计。", "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", "evidenceIds": [ - "YC-E-30868" + "YC-E-30868", + "INDUSTRY10-CAT-YC30868" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核原目录标签初分：为护理机构盘点床、轮椅和制氧机并跟踪设备生命周期。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。", "directoryTags": [ "Hardware", "Health Tech", "Logistics", "Healthcare", "AI" - ] + ], + "businessModel": "医疗设备管理软件；盘点、接入、租赁分析及服务费待拆" }, { "id": "YC30869", @@ -10639,26 +10643,28 @@ "year": 2025, "team": 3, "location": "San Francisco", - "business": "公司简介：AI outpatient care workforce", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "以适老电话代理、远程监测及团队反馈协助门诊持续护理。", + "buyer": "护理团队及Medicare远程患者管理机构", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。", + "notes": "保留专业护理，最终反馈真人团队而非全替代临床。声学生物标记、预防效果及报销资格未独立核，创始人旧机器人论文不等当前临床产品评测。 原成立与团队快照保留；主营复核不等财务或技术审计。", "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", "evidenceIds": [ - "YC-E-30869" + "YC-E-30869", + "INDUSTRY10-CAT-YC30869" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核原目录标签初分：以适老电话代理、远程监测及团队反馈协助门诊持续护理。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。", "directoryTags": [ "Health Tech", "Digital Health", "Healthcare IT" - ] + ], + "businessModel": "医疗护理软件及服务；通话、设备连接、临床升级与专业人力成本待拆" }, { "id": "YC30870", @@ -10725,32 +10731,35 @@ "id": "YC30873", "name": "Tell if AI", "url": "https://www.ycombinator.com/companies/tell-if-ai", - "cat": "C07", + "cat": "C06", "year": 2025, "team": 2, "location": "Austin, TX", - "business": "公司简介：AI agents on real phones, growing brands across every platform.", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为品牌运行内容创作、发布、互动及获客的AI营销代理服务。", + "buyer": "品牌及增长营销团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。", + "notes": "移客户收入运营；YC手机代理和首家远程诊所分成与官网私测AI工作室定位分别记录。真实账户操作及转化未运行核，内容产量和客户收入不当自身收入，分成合同未知。 原成立与团队快照保留；主营复核不等财务或技术审计。", "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", "evidenceIds": [ - "YC-E-30873" + "YC-E-30873", + "INDUSTRY10-CAT-YC30873", + "INDUSTRY10-TELL-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核原目录标签初分：为品牌运行内容创作、发布、互动及获客的AI营销代理服务。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。", "directoryTags": [ "Telehealth", "Social Media", "Marketing", "Advertising", "AI" - ] + ], + "businessModel": "效果营销服务；收入分成、内容/手机运营、人工及渠道成本待拆" }, { "id": "YC30875", @@ -11009,31 +11018,33 @@ "id": "YC30886", "name": "Clerked", "url": "https://www.ycombinator.com/companies/clerked", - "cat": "C07", + "cat": "C05", "year": 2025, "team": 4, "location": "San Francisco", - "business": "公司简介：AI clerks that automate your payables", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "通过现有财务系统及聊天入口处理应付账款和支出分析。", + "buyer": "跨行业企业内部财务团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。", + "notes": "移企业通用财务，旧Mod AI与现Clerked名称分期。应付款和代付资金非软件收入，自主付款、现金流建议及账簿准确性未核，授权和收费未知。 原成立与团队快照保留；主营复核不等财务或技术审计。", "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", "evidenceIds": [ - "YC-E-30886" + "YC-E-30886", + "INDUSTRY10-CAT-YC30886" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核原目录标签初分：通过现有财务系统及聊天入口处理应付账款和支出分析。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。", "directoryTags": [ "Fintech", "Finance", "Enterprise", "AI" - ] + ], + "businessModel": "通用应付软件；单据、支付连接、实施和人工审批成本待拆" }, { "id": "YC30888", @@ -11043,26 +11054,28 @@ "year": 2025, "team": 2, "location": "San Francisco", - "business": "公司简介：Delivering AI-powered situational awareness in tactical environments.", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "转录和分析无线电沟通，辅助执法与军事态势协调。", + "buyer": "执法、军事指挥及调度人员", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。", + "notes": "保留专业指挥信息应用，现转录整合与未来无人机/视觉/翻译路线分开。未核实时准确、安全权限或付费，不把态势汇总当自主行动或人员决策已替代。 原成立与团队快照保留；主营复核不等财务或技术审计。", "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", "evidenceIds": [ - "YC-E-30888" + "YC-E-30888", + "INDUSTRY10-CAT-YC30888" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核原目录标签初分：转录和分析无线电沟通，辅助执法与军事态势协调。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。", "directoryTags": [ "GovTech", "NLP", "Defense" - ] + ], + "businessModel": "专业指挥信息软件；通信、部署、安全及人工决策成本待拆" }, { "id": "YC30889", @@ -11217,32 +11230,36 @@ "id": "YC30900", "name": "LogosGuard", "url": "https://www.ycombinator.com/companies/logosguard", - "cat": "C07", + "cat": "C05", "year": 2025, "team": 2, "location": "San Francisco", - "business": "公司简介：The sensitive data redaction layer for AI", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "在AI提示发送前检测并替换敏感信息，提供企业策略与审计。", + "buyer": "个人AI用户及企业IT安全团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。", + "notes": "移跨行业企业隐私，兼个人免费入口。个人版自述本机处理不能扩展到企业版，企业可在云租户/VPC处理。HIPAA及不泄露保证未独立核，误检漏检、权限和实际费用待核。 原成立与团队快照保留；主营复核不等财务或技术审计。", "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", "evidenceIds": [ - "YC-E-30900" + "YC-E-30900", + "INDUSTRY10-CAT-YC30900", + "INDUSTRY10-LOGOS-HOME", + "INDUSTRY10-LOGOS-ENTERPRISE" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核原目录标签初分：在AI提示发送前检测并替换敏感信息，提供企业策略与审计。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。", "directoryTags": [ "B2B", "Compliance", "Security", "Cybersecurity", "AI" - ] + ], + "businessModel": "隐私防护软件；个人扩展与企业租户、自托管、桌面部署费用待拆" }, { "id": "YC30903", @@ -11464,27 +11481,30 @@ "year": 2025, "team": 5, "location": "Oxford, United Kingdom", - "business": "公司简介：Programmable DNA drug destroying all cancers, unlocking 80% of targets", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "研发按DNA靶标识别并触发细胞清除的可编程药物。", + "buyer": "药物研发及潜在治疗合作方", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。", + "notes": "保留医药研发，但AI具体作用未在所读主营中充分说明，不把可编程分子等同AI软件。治愈所有癌症、零研发成本及健康细胞不受损为主张，未见临床验证或批准；此前融资不归当前营收。 原成立与团队快照保留；主营复核不等财务或技术审计。", "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", "evidenceIds": [ - "YC-E-30915" + "YC-E-30915", + "INDUSTRY10-CAT-YC30915", + "INDUSTRY10-FINALDOSE-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核原目录标签初分：研发按DNA靶标识别并触发细胞清除的可编程药物。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。", "directoryTags": [ "Gene Therapy", "Therapeutics", "Genetic Engineering", "AI" - ] + ], + "businessModel": "药物研发；实验、临床、许可及专业成本待核" }, { "id": "YC30916", @@ -11891,28 +11911,30 @@ "year": 2025, "team": 6, "location": "San Francisco", - "business": "公司简介：AI for detecting patent infringements", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "检索专利、竞品和现有技术并整理侵权对照及无效分析。", + "buyer": "企业知识产权及专利法律团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。", + "notes": "保留法律专利应用；软件标记不等法院认定侵权，十分钟变现为宣传。单专利5万维护成本及巨大组合成本是行业背景，不作Patent Watch收入，准确性及法律责任未核。 原成立与团队快照保留；主营复核不等财务或技术审计。", "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", "evidenceIds": [ - "YC-E-30936" + "YC-E-30936", + "INDUSTRY10-CAT-YC30936" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核原目录标签初分：检索专利、竞品和现有技术并整理侵权对照及无效分析。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。", "directoryTags": [ "SaaS", "B2B", "Legal", "LegalTech", "AI" - ] + ], + "businessModel": "专利分析软件；检索、案件、资料及律师复核费待拆" }, { "id": "YC30937", @@ -12125,30 +12147,32 @@ "id": "YC30949", "name": "Crunched", "url": "https://www.ycombinator.com/companies/crunched", - "cat": "C07", + "cat": "C05", "year": 2025, "team": 5, "location": "Oslo, Norway", - "business": "公司简介：Excel AI analyst for Power Users", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "在Excel内检查工作簿、构建模型并连接来源数据。", + "buyer": "咨询、金融及其他电子表格专业用户", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。", + "notes": "移企业通用工作，咨询和投资客户不等金融执业。六国使用及亿级Excel总体用户非付费客户数，旧项目预测翻倍为错误案例而非收入增长，公式准确和实际合同未核。 原成立与团队快照保留；主营复核不等财务或技术审计。", "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", "evidenceIds": [ - "YC-E-30949" + "YC-E-30949", + "INDUSTRY10-CAT-YC30949" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核原目录标签初分：在Excel内检查工作簿、构建模型并连接来源数据。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。", "directoryTags": [ "Finance", "Productivity", "Analytics" - ] + ], + "businessModel": "通用表格分析软件；席位、模型用量、实施及人工审核费待拆" }, { "id": "YC30953", @@ -12563,62 +12587,66 @@ "id": "YC30981", "name": "Freeport Markets", "url": "https://www.ycombinator.com/companies/freeport-markets", - "cat": "C07", + "cat": "C09", "year": 2025, "team": 3, "location": "New York City, NY", - "business": "公司简介：Trade Anything", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为个人整合市场信息、交易想法和加密等资产交易入口。", + "buyer": "个人及加密相关交易用户", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。", + "notes": "移个人应用，旧DeFi管理与现跨资产交易分期。无管理费不等没有其他费用，手续费、资产本金和投资收益非订阅ARR；许可、托管、真实成交及收益未核，未连接钱包。 原成立与团队快照保留；主营复核不等财务或技术审计。", "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", "evidenceIds": [ - "YC-E-30981" + "YC-E-30981", + "INDUSTRY10-CAT-YC30981" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核原目录标签初分：为个人整合市场信息、交易想法和加密等资产交易入口。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。", "directoryTags": [ "Fintech", "Crypto / Web3", "Investing", "Consumer Finance", "AI" - ] + ], + "businessModel": "个人交易平台；交易、路由、收益与数据收费待核" }, { "id": "YC30982", "name": "Boom AI", "url": "https://www.ycombinator.com/companies/boom-ai", - "cat": "C07", + "cat": "C06", "year": 2025, "team": 3, "location": "Mexico City, Mexico", - "business": "公司简介：AI agents that recover lost revenue through real conversations.", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "用多渠道主动对话挽回流失用户并促进复购。", + "buyer": "企业增长、留存及电商团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。", + "notes": "移客户收入运营，旧电商增长与现多行业挽回分期。前五销售渠道、千倍触达及流失比例均为自述/背景，不作公司收入或实际增量归因，合同和人力待核。 原成立与团队快照保留；主营复核不等财务或技术审计。", "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", "evidenceIds": [ - "YC-E-30982" + "YC-E-30982", + "INDUSTRY10-CAT-YC30982" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核原目录标签初分：用多渠道主动对话挽回流失用户并促进复购。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。", "directoryTags": [ "B2B", "E-commerce", "SMB", "AI" - ] + ], + "businessModel": "客户运营软件或服务；对话、渠道、实施及成果费用待拆" }, { "id": "YC30986", @@ -12831,26 +12859,29 @@ "year": 2025, "team": 1, "location": "San Francisco", - "business": "公司简介：Accelerated Physics Kernels for Computational Engineering", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为几何计算、物理模拟及制造提供GPU计算内核。", + "buyer": "计算工程及仿真开发团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。", + "notes": "按当前工程内核保留专业软件；旧碳纤维制造单元与现软件分期，不能当仍交付原实物或销售通用AI算力。当前AI具体作用未确认，传统模具/设备价不是公司收入或现产品定价，官网不可读。 原成立与团队快照保留；主营复核不等财务或技术审计。", "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", "evidenceIds": [ - "YC-E-30996" + "YC-E-30996", + "INDUSTRY10-CAT-YC30996", + "INDUSTRY10-AXIAL-ACCESS" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核原目录标签初分：为几何计算、物理模拟及制造提供GPU计算内核。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。", "directoryTags": [ "Manufacturing", "AI", "Industrial" - ] + ], + "businessModel": "工程计算软件；内核许可、计算、集成及支持成本待核" }, { "id": "YC30997", @@ -13011,29 +13042,31 @@ "id": "YC31007", "name": "Zarna", "url": "https://www.ycombinator.com/companies/zarna", - "cat": "C07", + "cat": "C06", "year": 2025, "team": 4, "location": "San Francisco", - "business": "公司简介：AI Associates for Middle-Market Private Equity", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为私募中型市场BD团队管理CRM、寻找机会并准备会面资料。", + "buyer": "私募交易拓展及投资BD团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。", + "notes": "按当前BD获客及CRM移客户收入运营，非资产管理基金本身。创始人此前嵌入200亿私募机构是客户资产背景，不作Zarna收入，尽调及组合管理旧经历与现交付分开。 原成立与团队快照保留；主营复核不等财务或技术审计。", "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", "evidenceIds": [ - "YC-E-31007" + "YC-E-31007", + "INDUSTRY10-CAT-YC31007" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核原目录标签初分：为私募中型市场BD团队管理CRM、寻找机会并准备会面资料。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。", "directoryTags": [ "Investments", "AI" - ] + ], + "businessModel": "客户关系与交易拓展软件；席位、数据、连接和实施费待拆" }, { "id": "YC31009", @@ -13479,31 +13512,33 @@ "id": "YC31076", "name": "Imperfect", "url": "https://www.ycombinator.com/companies/imperfect", - "cat": "C07", + "cat": "C09", "year": 2026, "team": 5, "location": "San Francisco", - "business": "公司简介：Adaptive training coach for runners, cyclists, and triathletes", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为跑步、骑行及铁三个人用户动态调整训练、恢复和营养。", + "buyer": "运动训练个人用户", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。", + "notes": "移个人健康运动应用，不据医疗/健康标签归机构服务。适应性、成绩和营养效果未独立核，不能当医疗建议或临床验证，实际套餐和付费未知。 原成立与团队快照保留；主营复核不等财务或技术审计。", "cohort": "2026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", "evidenceIds": [ - "YC-E-31076" + "YC-E-31076", + "INDUSTRY10-CAT-YC31076" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核原目录标签初分：为跑步、骑行及铁三个人用户动态调整训练、恢复和营养。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。", "directoryTags": [ "Digital Health", "Health & Wellness", "AI", "AI Assistant" - ] + ], + "businessModel": "个人训练软件；订阅、设备接入、教练及支持费用待核" }, { "id": "YC31077", @@ -14146,25 +14181,27 @@ "year": 2025, "team": 2, "location": null, - "business": "公司简介：The AI operating system for the built world", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为城市和建筑工程团队分析开发计划、规范及项目风险。", + "buyer": "公共机构、建筑师、工程及开发团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。", + "notes": "保留建筑专业规划，人员负责关键决定。10万至40万避免持有成本及设计费毛利是客户潜在价值，非AutoSitu收入；规范判断、审批加速和旧雇主成本下降未独立核。 原成立与团队快照保留；主营复核不等财务或技术审计。", "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", "evidenceIds": [ - "YC-E-31130" + "YC-E-31130", + "INDUSTRY10-CAT-YC31130" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核原目录标签初分：为城市和建筑工程团队分析开发计划、规范及项目风险。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。", "directoryTags": [ "Real Estate", "Construction" - ] + ], + "businessModel": "建筑规划软件与实施；项目、连接、专家审核和服务费待拆" }, { "id": "YC31131", @@ -16234,28 +16271,30 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：Keeping contractors on the job site, not behind a desk.", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为承包商管理算量、估价、提案、客户和施工项目文档。", + "buyer": "住宅及其他施工承包商", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。", + "notes": "保留建筑全流程；附载Scout Out旧发布与现Foreman分期，改名链及合同主体待核。可编辑报价由承包商批准，创始人前咨询25万收入不归当前平台，软件不等实际承包施工。 原成立与团队快照保留；主营复核不等财务或技术审计。", "cohort": "2026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", "evidenceIds": [ - "YC-E-31243" + "YC-E-31243", + "INDUSTRY10-CAT-YC31243" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核原目录标签初分：为承包商管理算量、估价、提案、客户和施工项目文档。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。", "directoryTags": [ "Finance", "Construction", "Scheduling", "Enterprise Software", "AI" - ] + ], + "businessModel": "建筑运营软件；项目、席位、AI用量及部署费用待核" }, { "id": "YC31244", @@ -16314,32 +16353,36 @@ "id": "YC31246", "name": "Inth", "url": "https://www.ycombinator.com/companies/inth", - "cat": "C07", + "cat": "C04", "year": 2025, "team": 3, "location": "London, United Kingdom", - "business": "公司简介：Monitor and fix product privacy issues before they block growth", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "在代码、PR和网站中检查隐私变更并提供同意管理及证据。", + "buyer": "开发、产品、隐私和安全团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。", + "notes": "按产品代码审核/修复移软件开发，非律师服务。c15t下载量不等独立客户或付费，旧cookie库与现Agent/代码审计分期。CookieBench由同团队维护，不当独立效果；用户律师作法律判断。 原成立与团队快照保留；主营复核不等财务或技术审计。", "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", + "price": "月费原文$36/124/624，超额会话及AI credits另计，1credit原文$0.10；免费、企业定制及BYOC另列，实际收入未知", "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", "evidenceIds": [ - "YC-E-31246" + "YC-E-31246", + "INDUSTRY10-CAT-YC31246", + "INDUSTRY10-INTH-HOME", + "INDUSTRY10-INTH-PRICE" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核原目录标签初分：在代码、PR和网站中检查隐私变更并提供同意管理及证据。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。", "directoryTags": [ "Developer Tools", "Compliance", "Web Development", "Trust & Safety", "AI" - ] + ], + "businessModel": "开发隐私工具；同意会话、AI额度、审计及BYOC许可费用待拆" }, { "id": "YC31247", @@ -16655,30 +16698,34 @@ "id": "YC31261", "name": "Control Seat", "url": "https://www.ycombinator.com/companies/control-seat", - "cat": "C07", + "cat": "C10", "year": 2025, "team": 2, "location": "San Francisco", - "business": "公司简介：AI that runs factories.", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "以传感器及既有设备数据提供机器状态监测、维护诊断和部署支持。", + "buyer": "制造、能源及工业设备运营团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。", + "notes": "移实体工业监测；旧软件栈/工业集成与官网现预测维护分期，不据runs factories认定无人控制。传感硬件、安装和首读复核是交付成本，停机ROI和预防效果未独立核。 原成立与团队快照保留；主营复核不等财务或技术审计。", "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", + "price": "官网按设备报价，拆传感器、连接、软件及安装支持的一次/经常费用，无统一公开金额", "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", "evidenceIds": [ - "YC-E-31261" + "YC-E-31261", + "INDUSTRY10-CAT-YC31261", + "INDUSTRY10-CONTROL-HOME", + "INDUSTRY10-CONTROL-PRICE" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核原目录标签初分：以传感器及既有设备数据提供机器状态监测、维护诊断和部署支持。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。", "directoryTags": [ "Workflow Automation", "Monitoring", "Industrial" - ] + ], + "businessModel": "工业传感系统；设备、连接、软件及安装支持，一次与经常费用分开" }, { "id": "YC31262", @@ -17207,30 +17254,46 @@ "id": "YC31304", "name": "Litmus", "url": "https://www.ycombinator.com/companies/litmus-hiring", - "cat": "C07", + "cat": "C05", "year": 2025, "team": 4, "location": "San Francisco", - "business": "公司简介：Evals for humans", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "按企业上下文生成技术招聘任务并评估候选人的过程和输出。", + "buyer": "企业招聘及技术团队", + "delivery": "已读YC当前主营及相关发布节选；选定官网另列，实际财务、付费与能力待核。", + "notes": "移企业招聘；这是评估人而非模型通用基准。历史6万ARR与3000多次评测分别保存，评测数非付费客户，当前自定合同和现场设置成本未拆；评分准确、公平及防作弊未独立核。 原成立与团队快照保留；主营复核不等财务或技术审计。", "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", + "price": "官网按招聘需求和评测量签定制合同，未给统一公开单价；现场设置、沙盒和评分成本待核", + "stage": "有历史ARR自述；现财务、合同及经常性未独立核", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-31304" + "YC-E-31304", + "INDUSTRY10-CAT-YC31304", + "INDUSTRY10-LITMUS-HOME", + "INDUSTRY10-LITMUS-LAUNCH" ], - "revenueStatus": "unknown", - "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "revenueStatus": "self", + "profileOnly": false, + "classificationBasis": "2026-10-31人工复核原目录标签初分：按企业上下文生成技术招聘任务并评估候选人的过程和输出。 按当前买家和交付分类，企业工作、个人应用、专业服务和实体交付分开。", "directoryTags": [ "Recruiting", "Data Engineering", "AI" - ] + ], + "businessModel": "通用招聘评测软件；评测量、定制合同、沙盒及实施支持成本待拆", + "directoryOrigin": "yc-2025-2026", + "entityBasis": "YC和官网产品关联；精确法律注册、签约主体及收入确认范围未核。", + "technicalReview": { + "level": "description", + "reviewedAt": "2026-10-31", + "summary": "已读人类招聘评测生成、沙盒及评分描述，未运行评测或独立验证评分、防作弊、公平和实际招聘效果。", + "evidenceIds": [ + "INDUSTRY10-CAT-YC31304", + "INDUSTRY10-LITMUS-HOME", + "INDUSTRY10-LITMUS-LAUNCH" + ] + } }, { "id": "YC31306", @@ -35997,6 +36060,82 @@ "evidence": "INDUSTRY9-CAT-YC30856", "selection": "excluded", "comparisonGroup": null + }, + { + "id": "INDUSTRY10-O-LITMUS-ARR", + "company": "YC31304", + "name": "Litmus", + "kind": "历史ARR自述", + "value": 60000, + "bound": "=", + "unit": "原文$，币种待核", + "timing": "2026-07-09发布，财务截至日未给", + "scope": "Litmus业务，合同/服务范围未核", + "selection": "historical", + "reason": "厂商历史自述，币种、经常性和确认未核，不按访问日刷新为当前ARR", + "evidence": "INDUSTRY10-LITMUS-LAUNCH", + "comparisonGroup": null, + "metric": "arr" + }, + { + "id": "INDUSTRY10-O-NORRA-SAVING", + "company": "YC30868", + "name": "Norra", + "kind": "客户年度节省预测", + "value": 100000, + "bound": ">", + "unit": "原文$，币种待核", + "timing": "2025-11-08发布称本年，非已结算年度实绩", + "scope": "护理机构预计租赁成本节省", + "selection": "excluded", + "reason": "预测节省不等实际节省或Norra收费，70%租费下降不是营收", + "evidence": "INDUSTRY10-CAT-YC30868", + "comparisonGroup": null + }, + { + "id": "INDUSTRY10-O-PATENT-COST", + "company": "YC30936", + "name": "Patent Watch", + "kind": "单专利生命周期成本背景", + "value": 50000, + "bound": "≈", + "unit": "原文$，币种待核", + "timing": "2025-10-21发布，非公司经营期", + "scope": "行业申请维护成本，非Patent Watch收费", + "selection": "excluded", + "reason": "行业维护支出不是软件实际单价或ARR，专利组合估算亦非公司收入", + "evidence": "INDUSTRY10-CAT-YC30936", + "comparisonGroup": null + }, + { + "id": "INDUSTRY10-O-ZARNA-OLD-AUM", + "company": "YC31007", + "name": "Zarna", + "kind": "此前服务私募机构的资产规模", + "value": 20000000000, + "bound": "=", + "unit": "原文$，币种待核", + "timing": "2025-11-06发布追述YC前，资产日未给", + "scope": "此前客户私募机构规模，非Zarna收入", + "selection": "excluded", + "reason": "客户机构资产和驻场经历不归平台收入，不假设费率估ARR", + "evidence": "INDUSTRY10-CAT-YC31007", + "comparisonGroup": null + }, + { + "id": "INDUSTRY10-O-FOREMAN-OLD-REV", + "company": "YC31243", + "name": "Foreman", + "kind": "创始人此前咨询收入", + "value": 250000, + "bound": "=", + "unit": "原文$，币种待核", + "timing": "2026-03-05及重复旧发布追述，财务期未给", + "scope": "此前软件咨询业务，非Foreman/Scout Out收入", + "selection": "excluded", + "reason": "重复发布不重复计数，旧公司收入不转给当前建筑软件", + "evidence": "INDUSTRY10-CAT-YC31243", + "comparisonGroup": null } ], "evidence": [ @@ -59759,6 +59898,347 @@ "kind": "公司公开资料复核", "summary": "官网覆盖转诊、授权、持续资格检查、账单及护理连续性，440万种子融资为公告。", "limitation": "融资、诊所收款及页面病人/授权演示不是公司收入，未核SOC/HIPAA报告、实际拒赔率或完整付费交付。" + }, + { + "id": "INDUSTRY10-CAT-YC30865", + "companyId": "YC30865", + "title": "Lunavo当前主营和数字归属", + "url": "https://www.ycombinator.com/companies/lunavo", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "接入货运承运商系统，处理订单、状态更新及运营异常。 保留运输专业应用；自述按反馈改进和自主解决问题未实测，人工处理重要判断仍属交付。司机延误例子不是实际客户记录，货物、运费和客户增收非平台收入。", + "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。" + }, + { + "id": "INDUSTRY10-CAT-YC30868", + "companyId": "YC30868", + "title": "Norra当前主营和数字归属", + "url": "https://www.ycombinator.com/companies/norra", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为护理机构盘点床、轮椅和制氧机并跟踪设备生命周期。 保留护理设备运营，不认定销售自有医疗器械。70%租费下降及10万以上年度节省是首客户及预测自述，未核实际账单，不作Norra收入或已实现毛利。", + "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。" + }, + { + "id": "INDUSTRY10-CAT-YC30869", + "companyId": "YC30869", + "title": "Kaigo Health当前主营和数字归属", + "url": "https://www.ycombinator.com/companies/kaigo-health", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "以适老电话代理、远程监测及团队反馈协助门诊持续护理。 保留专业护理，最终反馈真人团队而非全替代临床。声学生物标记、预防效果及报销资格未独立核，创始人旧机器人论文不等当前临床产品评测。", + "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。" + }, + { + "id": "INDUSTRY10-CAT-YC30873", + "companyId": "YC30873", + "title": "Tell if AI当前主营和数字归属", + "url": "https://www.ycombinator.com/companies/tell-if-ai", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为品牌运行内容创作、发布、互动及获客的AI营销代理服务。 移客户收入运营；YC手机代理和首家远程诊所分成与官网私测AI工作室定位分别记录。真实账户操作及转化未运行核，内容产量和客户收入不当自身收入，分成合同未知。", + "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。" + }, + { + "id": "INDUSTRY10-CAT-YC30886", + "companyId": "YC30886", + "title": "Clerked当前主营和数字归属", + "url": "https://www.ycombinator.com/companies/clerked", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "通过现有财务系统及聊天入口处理应付账款和支出分析。 移企业通用财务，旧Mod AI与现Clerked名称分期。应付款和代付资金非软件收入，自主付款、现金流建议及账簿准确性未核，授权和收费未知。", + "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。" + }, + { + "id": "INDUSTRY10-CAT-YC30888", + "companyId": "YC30888", + "title": "Lakonia当前主营和数字归属", + "url": "https://www.ycombinator.com/companies/lakonia", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "转录和分析无线电沟通，辅助执法与军事态势协调。 保留专业指挥信息应用，现转录整合与未来无人机/视觉/翻译路线分开。未核实时准确、安全权限或付费，不把态势汇总当自主行动或人员决策已替代。", + "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。" + }, + { + "id": "INDUSTRY10-CAT-YC30900", + "companyId": "YC30900", + "title": "LogosGuard当前主营和数字归属", + "url": "https://www.ycombinator.com/companies/logosguard", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "在AI提示发送前检测并替换敏感信息，提供企业策略与审计。 移跨行业企业隐私，兼个人免费入口。个人版自述本机处理不能扩展到企业版，企业可在云租户/VPC处理。HIPAA及不泄露保证未独立核，误检漏检、权限和实际费用待核。", + "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。" + }, + { + "id": "INDUSTRY10-CAT-YC30915", + "companyId": "YC30915", + "title": "FinalDose当前主营和数字归属", + "url": "https://www.ycombinator.com/companies/finaldose", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "研发按DNA靶标识别并触发细胞清除的可编程药物。 保留医药研发，但AI具体作用未在所读主营中充分说明，不把可编程分子等同AI软件。治愈所有癌症、零研发成本及健康细胞不受损为主张，未见临床验证或批准；此前融资不归当前营收。", + "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。" + }, + { + "id": "INDUSTRY10-CAT-YC30936", + "companyId": "YC30936", + "title": "Patent Watch当前主营和数字归属", + "url": "https://www.ycombinator.com/companies/patent-watch", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "检索专利、竞品和现有技术并整理侵权对照及无效分析。 保留法律专利应用；软件标记不等法院认定侵权，十分钟变现为宣传。单专利5万维护成本及巨大组合成本是行业背景，不作Patent Watch收入，准确性及法律责任未核。", + "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。" + }, + { + "id": "INDUSTRY10-CAT-YC30949", + "companyId": "YC30949", + "title": "Crunched当前主营和数字归属", + "url": "https://www.ycombinator.com/companies/crunched", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "在Excel内检查工作簿、构建模型并连接来源数据。 移企业通用工作，咨询和投资客户不等金融执业。六国使用及亿级Excel总体用户非付费客户数，旧项目预测翻倍为错误案例而非收入增长，公式准确和实际合同未核。", + "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。" + }, + { + "id": "INDUSTRY10-CAT-YC30981", + "companyId": "YC30981", + "title": "Freeport Markets当前主营和数字归属", + "url": "https://www.ycombinator.com/companies/freeport-markets", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为个人整合市场信息、交易想法和加密等资产交易入口。 移个人应用，旧DeFi管理与现跨资产交易分期。无管理费不等没有其他费用，手续费、资产本金和投资收益非订阅ARR；许可、托管、真实成交及收益未核，未连接钱包。", + "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。" + }, + { + "id": "INDUSTRY10-CAT-YC30982", + "companyId": "YC30982", + "title": "Boom AI当前主营和数字归属", + "url": "https://www.ycombinator.com/companies/boom-ai", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "用多渠道主动对话挽回流失用户并促进复购。 移客户收入运营，旧电商增长与现多行业挽回分期。前五销售渠道、千倍触达及流失比例均为自述/背景，不作公司收入或实际增量归因，合同和人力待核。", + "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。" + }, + { + "id": "INDUSTRY10-CAT-YC30996", + "companyId": "YC30996", + "title": "Axial当前主营和数字归属", + "url": "https://www.ycombinator.com/companies/axial", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为几何计算、物理模拟及制造提供GPU计算内核。 按当前工程内核保留专业软件；旧碳纤维制造单元与现软件分期，不能当仍交付原实物或销售通用AI算力。当前AI具体作用未确认，传统模具/设备价不是公司收入或现产品定价，官网不可读。", + "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。" + }, + { + "id": "INDUSTRY10-CAT-YC31007", + "companyId": "YC31007", + "title": "Zarna当前主营和数字归属", + "url": "https://www.ycombinator.com/companies/zarna", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为私募中型市场BD团队管理CRM、寻找机会并准备会面资料。 按当前BD获客及CRM移客户收入运营，非资产管理基金本身。创始人此前嵌入200亿私募机构是客户资产背景，不作Zarna收入，尽调及组合管理旧经历与现交付分开。", + "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。" + }, + { + "id": "INDUSTRY10-CAT-YC31076", + "companyId": "YC31076", + "title": "Imperfect当前主营和数字归属", + "url": "https://www.ycombinator.com/companies/imperfect", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为跑步、骑行及铁三个人用户动态调整训练、恢复和营养。 移个人健康运动应用，不据医疗/健康标签归机构服务。适应性、成绩和营养效果未独立核，不能当医疗建议或临床验证，实际套餐和付费未知。", + "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。" + }, + { + "id": "INDUSTRY10-CAT-YC31130", + "companyId": "YC31130", + "title": "AutoSitu当前主营和数字归属", + "url": "https://www.ycombinator.com/companies/autositu", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为城市和建筑工程团队分析开发计划、规范及项目风险。 保留建筑专业规划，人员负责关键决定。10万至40万避免持有成本及设计费毛利是客户潜在价值，非AutoSitu收入；规范判断、审批加速和旧雇主成本下降未独立核。", + "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。" + }, + { + "id": "INDUSTRY10-CAT-YC31243", + "companyId": "YC31243", + "title": "Foreman当前主营和数字归属", + "url": "https://www.ycombinator.com/companies/foreman", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为承包商管理算量、估价、提案、客户和施工项目文档。 保留建筑全流程；附载Scout Out旧发布与现Foreman分期，改名链及合同主体待核。可编辑报价由承包商批准，创始人前咨询25万收入不归当前平台，软件不等实际承包施工。", + "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。" + }, + { + "id": "INDUSTRY10-CAT-YC31246", + "companyId": "YC31246", + "title": "Inth当前主营和数字归属", + "url": "https://www.ycombinator.com/companies/inth", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "在代码、PR和网站中检查隐私变更并提供同意管理及证据。 按产品代码审核/修复移软件开发，非律师服务。c15t下载量不等独立客户或付费，旧cookie库与现Agent/代码审计分期。CookieBench由同团队维护，不当独立效果；用户律师作法律判断。", + "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。" + }, + { + "id": "INDUSTRY10-CAT-YC31261", + "companyId": "YC31261", + "title": "Control Seat当前主营和数字归属", + "url": "https://www.ycombinator.com/companies/control-seat", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "以传感器及既有设备数据提供机器状态监测、维护诊断和部署支持。 移实体工业监测；旧软件栈/工业集成与官网现预测维护分期，不据runs factories认定无人控制。传感硬件、安装和首读复核是交付成本，停机ROI和预防效果未独立核。", + "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。" + }, + { + "id": "INDUSTRY10-CAT-YC31304", + "companyId": "YC31304", + "title": "Litmus当前主营和数字归属", + "url": "https://www.ycombinator.com/companies/litmus-hiring", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "按企业上下文生成技术招聘任务并评估候选人的过程和输出。 移企业招聘；这是评估人而非模型通用基准。历史6万ARR与3000多次评测分别保存，评测数非付费客户，当前自定合同和现场设置成本未拆；评分准确、公平及防作弊未独立核。", + "limitation": "自述未证明独立效果、实际毛利或专业资格；采用、客户节省/资产、旧雇主收入、融资、行业成本和报价不作自身营收。" + }, + { + "id": "INDUSTRY10-LITMUS-HOME", + "companyId": "YC31304", + "title": "Litmus当前评测与定制收费", + "url": "https://litmushiring.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网以真实上下文生成异步编程任务，列沙盒运行、确定性测试及LLM定性评分，按招聘需求和量签定制合同。", + "limitation": "未执行任务、安装CLI或核评分和用工效果；演示代码和24/24测试不当独立技术评测，价格及实际收入确认未核。" + }, + { + "id": "INDUSTRY10-AXIAL-ACCESS", + "companyId": "YC30996", + "title": "Axial当前官网缺项", + "url": "https://axialcompute.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "网页工具无法读取当前官网，现GPU工程内核定位据YC描述。", + "limitation": "旧制造单元的物理性能和成本不推为当前软件交付；AI实际作用、许可及客户待核，不把不可读当停业。" + }, + { + "id": "INDUSTRY10-LOGOS-HOME", + "companyId": "YC30900", + "title": "LogosGuard个人本机扩展", + "url": "https://logosguard.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网个人入口称提示信息在本机浏览器替换，无账户、服务器或注册，另有企业入口。", + "limitation": "未安装或测试，无服务器只针对该个人方案，不能替代企业部署的数据流；免费不等公司零收入。" + }, + { + "id": "INDUSTRY10-LOGOS-ENTERPRISE", + "companyId": "YC30900", + "title": "LogosGuard企业云与VPC范围", + "url": "https://logosguard.com/enterprise", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "企业页描述浏览器/桌面流量在LogosGuard云租户或自托管VPC脱敏，另有私有LLM部署。", + "limitation": "不能把个人版本机不上传延伸至企业版；未核数据日志、策略与实际部署，HIPAA标识不当已取得审计。" + }, + { + "id": "INDUSTRY10-TELL-HOME", + "companyId": "YC30873", + "title": "Tell If当前私测内容工作室", + "url": "https://tellif.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网称私测中的applied AI studio，构建并交付品牌内容系统，列创始人研究背景。", + "limitation": "私人测试不等已规模化服务；研究资历和引用数不是公司能力测试，YC收入分成未取得真实结算或合同。" + }, + { + "id": "INDUSTRY10-INTH-HOME", + "companyId": "YC31246", + "title": "Inth当前代码/网站隐私审核", + "url": "https://inth.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网同时提供同意横幅、Agent、网站与PR代码审计，法律决定留给律师；CookieBench明确由Inth团队维护。", + "limitation": "法律模板和来源不等保证全球合规，同团队厂商速度报告不是独立测试；未运行代码审计或读取源码。" + }, + { + "id": "INDUSTRY10-INTH-PRICE", + "companyId": "YC31246", + "title": "Inth订阅、会话及AI用量", + "url": "https://inth.com/pricing", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "月费原文36/124/624，另有免费及企业；超额会话和AI credits分开计，1credit原文0.10，BYOC为单独许可。", + "limitation": "套餐不等实收收入，币种和实际客户组合未核。AI审计频率可能增加用量支出，不能仅用基础月费估ARPA或毛利，未申请NDA报告。" + }, + { + "id": "INDUSTRY10-CONTROL-HOME", + "companyId": "YC31261", + "title": "Control Seat传感器和预测维护", + "url": "https://www.controlseat.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网提供振动、超声、温度传感器或既有PLC数据，协助安装、设置和首批读数审阅，团队据诊断安排维护。", + "limitation": "未核传感性能、现场安装和节省；预测维护不同于无人接管控制，旧工业集成发布另列。" + }, + { + "id": "INDUSTRY10-CONTROL-PRICE", + "companyId": "YC31261", + "title": "Control Seat一次和持续成本", + "url": "https://www.controlseat.com/pricing", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "报价围绕传感器、连接、软件和部署支持，并明确分开一次费用与经常费用，没有统一公开金额。", + "limitation": "硬件、安装、支持及持续软件成本待实际报价，价保和ROI工具不等实际费用或已实现节省，更不作SaaS ARR。" + }, + { + "id": "INDUSTRY10-FINALDOSE-HOME", + "companyId": "YC30915", + "title": "FinalDose官网信息范围", + "url": "https://www.finaldose.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网仅简述DNA定位及可编程癌症治疗架构并提供白皮书入口。", + "limitation": "本轮未读白皮书、实验数据或核临床批准；不把治愈表述当临床事实，当前AI具体作用仍缺，不凭.ai域名证明。" + }, + { + "id": "INDUSTRY10-LITMUS-LAUNCH", + "companyId": "YC31304", + "title": "Litmus历史ARR原始自述", + "url": "https://www.ycombinator.com/launches/RJe-litmus-the-industry-s-most-accurate-engineering-interview", + "publishedAt": "2026-07-09", + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "发布称已评估3000多次assessment，原文$60k ARR。", + "limitation": "发布日非精确财务截至日，正文可更新；币种、经常性、合同覆盖及实际收款未核，评测量不等付费客户。" } ], "reviews": [ @@ -63630,6 +64110,81 @@ "INDUSTRY9-OPENNOTE-ANNOUNCE" ], "handling": "交易条款、实际交割、历史收入及用户迁移未核；不把收购公告当营收，不继承买方业绩或继续当可购买现产品。" + }, + { + "id": "INDUSTRY10-R-TAGS20", + "type": "行业原标签池第二批当前交付复核", + "company": "原C07目录标签初分第二批20家公司", + "scope": "companies", + "companyIds": [ + "YC30865", + "YC30868", + "YC30869", + "YC30873", + "YC30886", + "YC30888", + "YC30900", + "YC30915", + "YC30936", + "YC30949", + "YC30981", + "YC30982", + "YC30996", + "YC31007", + "YC31076", + "YC31130", + "YC31243", + "YC31246", + "YC31261" + ], + "summary": "20项主营及相关发布节选已读，9保留行业、11按当前交付迁移；另11项官网/定价/发布资料，Litmus收入与能力专项分开。", + "evidenceIds": [ + "INDUSTRY10-CAT-YC30865", + "INDUSTRY10-CAT-YC30868", + "INDUSTRY10-CAT-YC30869", + "INDUSTRY10-CAT-YC30873", + "INDUSTRY10-CAT-YC30886", + "INDUSTRY10-CAT-YC30888", + "INDUSTRY10-CAT-YC30900", + "INDUSTRY10-CAT-YC30915", + "INDUSTRY10-CAT-YC30936", + "INDUSTRY10-CAT-YC30949", + "INDUSTRY10-CAT-YC30981", + "INDUSTRY10-CAT-YC30982", + "INDUSTRY10-CAT-YC30996", + "INDUSTRY10-CAT-YC31007", + "INDUSTRY10-CAT-YC31076", + "INDUSTRY10-CAT-YC31130", + "INDUSTRY10-CAT-YC31243", + "INDUSTRY10-CAT-YC31246", + "INDUSTRY10-CAT-YC31261", + "INDUSTRY10-AXIAL-ACCESS", + "INDUSTRY10-LOGOS-HOME", + "INDUSTRY10-LOGOS-ENTERPRISE", + "INDUSTRY10-TELL-HOME", + "INDUSTRY10-INTH-HOME", + "INDUSTRY10-INTH-PRICE", + "INDUSTRY10-CONTROL-HOME", + "INDUSTRY10-CONTROL-PRICE", + "INDUSTRY10-FINALDOSE-HOME" + ], + "handling": "LogosGuard个人和企业部署范围、Control Seat现硬件维护与旧集成、Inth订阅及AI用量、Axial现内核与旧制造分别记录；FinalDose治癌及AI实际作用未核，不从域名/可编程分子确认AI或临床能力。客户节省、专利支出、前机构资产和旧咨询收入排除。" + }, + { + "id": "INDUSTRY10-R-LITMUS", + "type": "招聘评测历史ARR及技术适用性复核", + "company": "Litmus", + "scope": "companies", + "companyIds": [ + "YC31304" + ], + "summary": "原文$60k历史ARR单列，3000多次评测是采用工作量，现按需求/量签定制合同；评估对象是人类候选而非通用模型。", + "evidenceIds": [ + "INDUSTRY10-CAT-YC31304", + "INDUSTRY10-LITMUS-HOME", + "INDUSTRY10-LITMUS-LAUNCH" + ], + "handling": "精确财务日、币种、经常性、收款及服务拆分待核，不入同期可比ARR或平台MRR。演示测试与沙盒执行描述不等独立技术评测或评分公平保证，招聘决定仍需用户负责。" } ], "coverage": { diff --git a/content/research/ai-companies.sources.json b/content/research/ai-companies.sources.json index 5a3153b..8b2f8d1 100644 --- a/content/research/ai-companies.sources.json +++ b/content/research/ai-companies.sources.json @@ -1,5 +1,5 @@ { - "version": "2026-10-31-industry-9", + "version": "2026-10-31-industry-10", "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。", @@ -15,7 +15,7 @@ ], "initialAccess": "官网目录可访问", "boundary": "已读取八个2025—2026批次镜像候选池1428条，再核YC官方页面；不声称覆盖全部YC历年或未公开公司。", - "nextCheck": "原新增目录35条深化并保留发现来源；本快照基础项593条主营人工复核。原C07主营规则池184项已读：135保留、49迁移；另原C07目录标签池68项中的20项已读：15保留、5迁移，标签池余48项。F4核心分析明确非AI，保留目录对照且AI作用未确认；Opennote官网称收购后下线，Nexa仅目录Acquired。Channel3按开发者商务数据工具交付，sieve专家验证与Frekil现RWE/旧标注分开。客户AUM、漏收、节省和演示财务排除营收。C05原主营规则89项成果仍待另分支整合；其他基础资料及全部公开来源覆盖、财务/技术缺项继续保留。", + "nextCheck": "原新增目录36条深化并保留发现来源；本快照基础项612条主营人工复核。原C07主营规则池184项已读：135保留、49迁移；原C07标签池68项中的40项已读：24保留、16迁移，余28项。Litmus历史6万ARR留缺不入同期比较；LogosGuard个人/企业数据流和Control Seat现硬件维护/旧集成分开。Inth产品代码审核及收费、Axial现内核/旧制造、FinalDoseAI实际作用与临床证据均按范围记录。客户节省、专利支出、前机构资产及旧收入排除。C05原主营规则89项成果待另一分支整合；其他基础资料、全部公开来源及财务/技术缺项继续保留。", "limitation": "批次不等于成立年；不代表全部公司" }, { diff --git a/content/research/ai-income-analysis.json b/content/research/ai-income-analysis.json index 97137ae..81d567c 100644 --- a/content/research/ai-income-analysis.json +++ b/content/research/ai-income-analysis.json @@ -1,5 +1,5 @@ { - "sourceVersion": "2026-10-31-industry-9", + "sourceVersion": "2026-10-31-industry-10", "asOf": "2026-10-31", "metric": "platform-mrr-usd", "sampleUnit": "product-or-business",