diff --git a/apps/docs/scripts/auth-cli.ts b/apps/docs/scripts/auth-cli.ts index 69e8296..0486f3b 100644 --- a/apps/docs/scripts/auth-cli.ts +++ b/apps/docs/scripts/auth-cli.ts @@ -184,7 +184,7 @@ async function main() { const research = await researchResponse.json(); assert.equal(research.companies.length, 1156); assert.equal(research.categories.length, 11); - assert.equal(research.evidence.length, 3540); + assert.equal(research.evidence.length, 3594); 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 }); diff --git a/apps/docs/tests/research.test.ts b/apps/docs/tests/research.test.ts index b84946b..ce24904 100644 --- a/apps/docs/tests/research.test.ts +++ b/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, 1156); - assert.equal(initial.evidence.length, 3540); + assert.equal(initial.evidence.length, 3594); 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"); @@ -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, 198); - assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 35); + assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 36); 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"]); @@ -406,7 +406,7 @@ 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, 64); + assert.equal(snapshot.candidateBatches!.flatMap((b) => b.records).filter((r) => r.status === "pending-year").length, 69); }); test("product pivots and founder histories do not become new company years or current revenue", () => { diff --git a/content/research/ai-companies.seed.json b/content/research/ai-companies.seed.json index 76efd55..d9d6d7e 100644 --- a/content/research/ai-companies.seed.json +++ b/content/research/ai-companies.seed.json @@ -1,5 +1,5 @@ { - "version": "2026-10-31-tc-security-1", + "version": "2026-10-31-tc-consumer-1", "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": [ @@ -81961,6 +81961,600 @@ "kind": "参展公司公开自述", "summary": "展商介绍列Founded2024，运营第一年超过USD0.9M annualized revenue及15+客户。", "limitation": "参展公司自述，期间具体截至日/底表未取得；annualized revenue不等ARR；范围外旧公司不混入两年新公司收入图。" + }, + { + "id": "TCCONS25-INDEX", + "companyId": null, + "title": "2025竞赛消费/教育候选入口", + "url": "https://techcrunch.com/2025/12/30/the-top-26-consumer-edtech-companies-from-disrupt-startup-battlefield/", + "publishedAt": "2025-12-30", + "accessedAt": "2026-10-31", + "kind": "媒体候选发现", + "summary": "本篇当前26个公司标题全部登记；业务、年份和缺项按逐项原始资料保留。", + "limitation": "仅该篇，不代表全部参赛者/两年档案；参赛年不代成立年，不复制报道的业务评价。" + }, + { + "id": "TCCONS25-AHOI-HOME", + "companyId": null, + "title": "Ahoi 当前业务与访问范围", + "url": "https://ahoimate.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "无障碍地点社区评价/个性画像及路径信息；AI核心作用未从本轮原始资料证实。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-AHOI-YEAR", + "companyId": null, + "title": "Ahoi 成立或旧业务线索", + "url": "https://ahoimate.com/terms-and-conditions", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述/当事方原始资料", + "summary": "2023-03-13官方条款已由Access Now, Inc.提供该平台，说明2025之前已有服务，非精确注册日。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-ALLFOCAL-HOME", + "companyId": null, + "title": "AllFocal Optics Limited 当前业务与访问范围", + "url": "https://www.allfocaloptics.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "纳米光学显示组件，来自剑桥研究；镜片/显示硬件与制造许可不等软件订阅，AI核心未证。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-ALLFOCAL-YEAR", + "companyId": null, + "title": "AllFocal Optics Limited 成立或旧业务线索", + "url": "https://uk.linkedin.com/company/allfocaloptics", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述/当事方原始资料", + "summary": "同官网公司公开主页自报Founded2022；科研十年不替法人成立或量产验证。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-BILLIGHT-HOME", + "companyId": null, + "title": "Billight 当前业务与访问范围", + "url": "https://www.billightpool.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "台球桌灯光/控制器及游戏套件实体销售；免费控制App不是硬件免费或订阅，AI核心未证。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-BILLIGHT-YEAR", + "companyId": null, + "title": "Billight 成立或旧业务线索", + "url": "https://www.billightpool.com/post/how-to-determine-the-size-of-your-pool-table", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述/当事方原始资料", + "summary": "Blake Martin署名官网2023-05-17文章已介绍Billight系统并导向商店，属于旧业务，不等精确注册。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-CERCA-HOME", + "companyId": null, + "title": "Cerca Dating 当前业务与访问范围", + "url": "https://cercadating.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "基于共同好友的真人约会App；不把匹配/安全宣传自动认定AI主营。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-CERCA-YEAR", + "companyId": null, + "title": "Cerca Dating 成立或旧业务线索", + "url": "https://www.uscannenbergmedia.com/2025/05/01/usc-student-co-founds-mutuals-based-dating-app-aimed-at-safety-and-accountability/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "校园媒体原始创始人访谈", + "summary": "2025-05-01校园媒体原始创始人访谈称约一个半月前发布；仅产品发布日期线索，成立/运营主体与AI核心仍待核。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-FOUNDERWAY-HOME", + "companyId": null, + "title": "FounderWay.ai 当前业务与访问范围", + "url": "https://founderway.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "AI创业指导、报告/材料及流程工具；1000+服务客户/五倍速度为自述，不等付费数或自身营收。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-FOUNDERWAY-YEAR", + "companyId": null, + "title": "FounderWay.ai 成立或旧业务线索", + "url": "https://www.linkedin.com/company/founderwayai", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述/当事方原始资料", + "summary": "同域公司主页自报Founded2020；新AI定位/参赛不重置成立年。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-HOTELTREATS-HOME", + "companyId": null, + "title": "Hotel Treats 当前业务与访问范围", + "url": "https://www.hoteltreats.com/en", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "酒店体验/礼券交易及酒店商家工具；酒店交易/礼券面值与平台中介净费分开，AI核心未证。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-HOTELTREATS-YEAR", + "companyId": null, + "title": "Hotel Treats 成立或旧业务线索", + "url": "https://www.hoteltreats.com/s/en/blog/posts/hotel-treats-celebrates-5-years/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述/当事方原始资料", + "summary": "官网2024-07-01周年材料称已经营多年并回顾2017起源，属于旧业务；各年份语义与精确注册分开。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-JOTTO-HOME", + "companyId": null, + "title": "Jotto 当前业务与访问范围", + "url": "https://jotto.me/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "官网本轮无可读正文；公司公开主页介绍QR收集文字/语音/视频反馈和AI报告，归受众/客户运营。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-JOTTO-YEAR", + "companyId": null, + "title": "Jotto 成立或旧业务线索", + "url": "https://www.linkedin.com/company/jotto", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述/当事方原始资料", + "summary": "同域公司主页自报Founded2024；响应率、活动规模和用户内容非公司收入，官网访问缺项保留。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-NIM-HOME", + "companyId": null, + "title": "Nim 当前业务与访问范围", + "url": "https://nim.video/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "多模型/模板AI图像视频制作App，不将接入第三方模型当自主训练基础模型；500万创作者为官网自述。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-NIM-YEAR", + "companyId": null, + "title": "Nim 成立或旧业务线索", + "url": "https://www.linkedin.com/company/nimvideo", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述/当事方原始资料", + "summary": "同域公司公开主页自报Founded2024；11—50范围与当前显示关联员工数量不同，均不是付费人数。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-PERFINGO-HOME", + "companyId": null, + "title": "Perfingo 当前业务与访问范围", + "url": "https://www.perfingo.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "新加坡个人/夫妻财务计划，含AI流水分类/月报；S$96年付或S$12月付是报价，示例资产和投资收益非平台收入。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-PERFINGO-YEAR", + "companyId": null, + "title": "Perfingo 成立或旧业务线索", + "url": "https://sg.linkedin.com/company/perfingo", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述/当事方原始资料", + "summary": "同域公司公开主页自报Founded2022；旧内容品牌Daretofinance与当前产品沿革待核。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-PINTOURS-HOME", + "companyId": null, + "title": "Pintours 当前业务与访问范围", + "url": "https://www.pintours.org/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "现为品牌/景点提供AI行程和真人服务编排，含旅游、交通和活动；供应商销售与平台净费、软件/服务收入需拆。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-PINTOURS-YEAR", + "companyId": null, + "title": "Pintours 成立或旧业务线索", + "url": "https://www.linkedin.com/company/pintours", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述/当事方原始资料", + "summary": "公司主页链接pintours.ai并介绍同品牌体验服务，未取得Founded；.org/.ai/.com主体和成立年待核，合作/订单不当ARR。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-PRICKLY-HOME", + "companyId": null, + "title": "Prickly Pear Health 当前业务与访问范围", + "url": "https://pricklypear.io/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "面向女性脑健康的语音日志、自护提示与生活数据模式追踪；健康结果/科研引用不作本轮独立疗效。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-PRICKLY-YEAR", + "companyId": null, + "title": "Prickly Pear Health 成立或旧业务线索", + "url": "https://www.linkedin.com/company/prickly-pear-health", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述/当事方原始资料", + "summary": "同域公司主页自报Founded2024，合作研究方在其转载介绍中称2024年6月；与同域旧招聘服务聚合条目不强配。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-RAX-HOME", + "companyId": null, + "title": "rax 当前业务与访问范围", + "url": "https://www.raxapp.ca/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "真人衣橱租借/买卖交易平台；衣物租金、交易额与平台净费分别核，AI核心作用尚未从原始资料确认。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-CYBERFRIEND-HOME", + "companyId": null, + "title": "Rent a Cyber Friend 当前业务与访问范围", + "url": "https://www.rentacyberfriend.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "真人一对一视频交流/陪伴市场；用户按分钟支付及小费与平台分成不同，不把Cyber误认为AI聊天。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-CYBERFRIEND-YEAR", + "companyId": null, + "title": "Rent a Cyber Friend 成立或旧业务线索", + "url": "https://www.linkedin.com/company/rentacyberfriend", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述/当事方原始资料", + "summary": "同域公司主页自报Founded2023；官网低至0.1美元符号/分钟是服务报价，不等平台MRR，真人供应成本和分账待核。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-RENUDE-HOME", + "companyId": null, + "title": "Renude 当前业务与访问范围", + "url": "https://renude.co/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "面向美容品牌/零售商的AI皮肤分析及导购插件，按商业交付归客户运营；不当临床诊疗或自主基础模型。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-RENUDE-YEAR", + "companyId": null, + "title": "Renude 成立或旧业务线索", + "url": "https://www.linkedin.com/company/renude/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述/当事方原始资料", + "summary": "同域公司主页自报Founded2020；不与drinkrenude.com饮料品牌2018年混同，客户购物转化/AOV提升非Renude收入。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-SNAP-HOME", + "companyId": null, + "title": "Snap Discovery AG 当前业务与访问范围", + "url": "https://www.snapdiscovery.de/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "脑机接口/脑信号到设备控制的研发与硬件技术，兼游戏及研究场景；科研/演示不作量产/临床认证。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-SNAP-YEAR", + "companyId": null, + "title": "Snap Discovery AG 成立或旧业务线索", + "url": "https://www.linkedin.com/company/snapdiscovery", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述/当事方原始资料", + "summary": "同域公司主页自报Founded2023；其Public Company标签不直接认定证券上市，集团注册仍待核。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-TASTEIT-HOME", + "companyId": null, + "title": "Tasteit 当前业务与访问范围", + "url": "https://tasteit.me/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "围绕食物兴趣连接真人、约饭与活动的社交App；AI主营未从当前原始资料证实。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-TASTEIT-YEAR", + "companyId": null, + "title": "Tasteit 成立或旧业务线索", + "url": "https://tasteit.me/terms-of-service", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述/当事方原始资料", + "summary": "条款可读但本轮未取得可靠成立日期；第三方2021及同名食品商标不用于填当前法人年份。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-TATTD-HOME", + "companyId": null, + "title": "Tattd 当前业务与访问范围", + "url": "https://www.tattd.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "AI纹身设计、艺术家发现/预约/支付市场；纹身订单/艺术家收入、平台服务费与设计订阅需拆。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-TATTD-YEAR", + "companyId": null, + "title": "Tattd 成立或旧业务线索", + "url": "https://www.linkedin.com/company/tattd", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述/当事方原始资料", + "summary": "公司主页旧域tattd.co自报Founded2020，现官网故事同创始人Laura Schaack/同业务；精确主体连续和第三方2019差异待核。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-VISTA-HOME", + "companyId": null, + "title": "Vista InnoTech Limited 当前业务与访问范围", + "url": "https://www.vit.com.hk/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "手机相机微型云台防抖组件及控制软件，按硬件产业交付；专利数/防抖倍数为厂商自述，AI核心未证。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-VISTA-YEAR", + "companyId": null, + "title": "Vista InnoTech Limited 成立或旧业务线索", + "url": "https://www.linkedin.com/company/vista-innotech/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述/当事方原始资料", + "summary": "同域公司主页自报Founded2017；2025新奖项/参赛和机器人应用不等新公司或新AI模型。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-YOUNGMINDS-HOME", + "companyId": null, + "title": "Young Minds App 当前业务与访问范围", + "url": "https://www.youngmindsapp.co.uk/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "发现官网本轮仅无正文外壳；家长/孩子数字习惯与安全产品的当前AI实际交付仍待原始可读材料。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-YOUNGMINDS-YEAR", + "companyId": null, + "title": "Young Minds App 成立或旧业务线索", + "url": "https://find-and-update.company-information.service.gov.uk/company/15382154", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "政府登记线索；产品对应待核", + "summary": "英国YOUNGMINDSAPP LTD 15382154登记2024-01-02，董事Nino Dvalidze与发现创始人名对应；官网无正文，产品与该法律主体直接对应及更早事业仍待补，不先确认为新2025公司。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-ZORASAFE-HOME", + "companyId": null, + "title": "ZoraSafe 当前业务与访问范围", + "url": "https://zorasafe.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "家庭/长者反诈风险提示，含可疑内容检查/家庭口令/社区信息；当前官网明确浏览器和桌面仍开发中且不保证检测。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-ZORASAFE-YEAR", + "companyId": null, + "title": "ZoraSafe 成立或旧业务线索", + "url": "https://www.linkedin.com/company/zorasafe", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述/当事方原始资料", + "summary": "公司主页匹配zorasafe.com并自报Founded2024；.ai新闻页本轮返回无正文，不以新闻搜索缓存当已读全文。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-CALIFICADAS-HOME", + "companyId": null, + "title": "Calificadas 当前业务与访问范围", + "url": "https://www.calificadas.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "现官网为组织咨询/培训及CUALY AI自适应沟通/思维训练；旧演讲App与现混合服务并列，课程/人工/软件收入和实际交付仍待核。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-CALIFICADAS-YEAR", + "companyId": null, + "title": "Calificadas 成立或旧业务线索", + "url": "https://newsandviews.vilcap.com/posts/behind-the-scenes-of-latin-american-startups-tech-to-rejuvenate-the-economic-outlook-of-young-people", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "投资/支持机构原始资料", + "summary": "Village Capital原始2024-06-24介绍链接该官网，回顾2009培训起源和2020数字化，说明2025之前已有业务；2009不直接当现法人成立。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-CAMPUS-HOME", + "companyId": null, + "title": "CampusAI 当前业务与访问范围", + "url": "https://www.campus.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "面向个人/组织的AI技能培训、实践工具及平台；教人用AI不自动等自主基础模型或纯自动SaaS，课程/人工费用需拆。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-CAMPUS-YEAR", + "companyId": null, + "title": "CampusAI 成立或旧业务线索", + "url": "https://lp.campus.ai/organizacja/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述/当事方原始资料", + "summary": "原始组织页列2023年初建立、2023年10月alpha、2024年3月投资，国际CampusAI Holding LLC/波兰CampusAI PSA；不与2020 campusai.com或2025同名校园助手混同。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-GENERALNEURO-HOME", + "companyId": null, + "title": "General Neuro 当前业务与访问范围", + "url": "https://generalneuro.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "当前NeuroLingo为儿童阅读练习的脑刺激头带/应用，旧成人语言学习用途分开；硬件/临床试点不作软件订阅或已获批准疗效。 官网明确自2024年起制造头带，当前用途与旧成人语言学习分开。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-READMIO-HOME", + "companyId": null, + "title": "Readmio 当前业务与访问范围", + "url": "https://www.readmio.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "家长朗读时触发音效/音乐的故事App及内容服务，面向家庭，不将内容数量或用户量作付费数。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-READMIO-YEAR", + "companyId": null, + "title": "Readmio 成立或旧业务线索", + "url": "https://www.readmio.com/about", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述/当事方原始资料", + "summary": "官网关于页展示2021 Startup World Cup/Summit获奖及早期App服务，说明2025前已有业务；不据奖项日期反推精确成立年。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-SUPERTEACHER-HOME", + "companyId": null, + "title": "Super Teacher 当前业务与访问范围", + "url": "https://getsuperteacher.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "学校/家庭交互式AI辅导，按问题调整指导；个性化教育结果和老师证词非本轮独立学习效果测试。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-SUPERTEACHER-YEAR", + "companyId": null, + "title": "Super Teacher 成立或旧业务线索", + "url": "https://www.danmarkowitz.com/super-teacher-for-schools-case-study", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述/当事方原始资料", + "summary": "直接参与者Head of Product/UX案例称2022产品已上线、后扩学校；链接同官网，暂归旧业务，不当精确注册或实际付费规模。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-ZEZEDU-HOME", + "companyId": null, + "title": "ZEZEDU Corp. 当前业务与访问范围", + "url": "https://zezedu.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "学校数学解题过程分析、分层反馈及作业管理，含机构解决方案；学生/学校数量不是公司收入。", + "limitation": "厂商自述或访问状态；无合同/收入核验，页面示例、用户量、GMV和客户收益不自动转ARR。" + }, + { + "id": "TCCONS25-ZEZEDU-YEAR", + "companyId": null, + "title": "ZEZEDU Corp. 成立或旧业务线索", + "url": "https://d2sf.naver.com/en/portfolio/ZEZEDU", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "投资/支持机构原始资料", + "summary": "投资方NAVER D2SF原始名录列Founded2019、Seed2020；官网也保留2020—2024历史，非2025参赛新成立。", + "limitation": "不以产品上线、版权、条款或获奖日期精确填注册年；不同国家主体、品牌转向、AI核心和收入仍按缺项保留。" + }, + { + "id": "TCCONS25-YOUNGMINDS-OFFICER", + "companyId": null, + "title": "Young Minds登记董事对应线索", + "url": "https://find-and-update.company-information.service.gov.uk/company/15382154/officers", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "政府登记线索", + "summary": "英国登记董事Nino Dvalidze于2024-01-02任职，与发现创始人姓名对应。", + "limitation": "不采集住址/出生等无关信息；仍需官网或商店开发者条款把该法人直接对应产品，不把同名猜测当完整全球沿革。" + }, + { + "id": "TCCONS25-HOTELTREATS-TERMS", + "companyId": null, + "title": "Hotel Treats交易与集团边界", + "url": "https://www.hoteltreats.com/s/en/terms-of-use/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "条款Hotel Treats Ltd.英国10740788、全资西班牙子公司；酒店为Service Provider，平台为用户和酒店中介及礼券发行方。", + "limitation": "未取得订单/收入确认底表，礼券面值/酒店成交额不能直接算平台净收入或SaaS ARR。" + }, + { + "id": "TCCONS25-TATTD-STORY", + "companyId": null, + "title": "Tattd当前域名与创始人", + "url": "https://tattd.ai/our-story", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "现域官方故事列创始人Laura Schaack、Brooklyn及纹身艺术家连接，与旧域公司主页相符。", + "limitation": "产品/创始人对应不证明法人完整连续；旧创业收购、行业规模与艺术家收入不当平台ARR。" } ], "reviews": [ @@ -88436,6 +89030,44 @@ "TCSEC25-ZEST-HOME" ], "handling": "不因参赛或产品转向新增公司。AIM展商annualized revenue非ARR，HACKERverse客户节省、Cyntegra保险损失模型、ZEST前事业财务不入当前收入图；未执行攻击或安装工具，未获独立产品验证。" + }, + { + "id": "TCCONS25-R-BOUNDARY", + "type": "消费交易、硬件和培训的统计单位", + "company": "2025竞赛消费/教育26项", + "scope": "dataset", + "summary": "真人社交/服务、衣物/酒店交易、相机/光学/脑机/脑刺激硬件、AI创作/导购、训练课程及辅导软件分别分类；同名CampusAI、Renude、Billight及早期产品沿革不强配。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-AHOI-YEAR", + "TCCONS25-ALLFOCAL-YEAR", + "TCCONS25-BILLIGHT-YEAR", + "TCCONS25-CERCA-YEAR", + "TCCONS25-FOUNDERWAY-YEAR", + "TCCONS25-HOTELTREATS-YEAR", + "TCCONS25-JOTTO-YEAR", + "TCCONS25-NIM-YEAR", + "TCCONS25-PERFINGO-YEAR", + "TCCONS25-PINTOURS-YEAR", + "TCCONS25-PRICKLY-YEAR", + "TCCONS25-CYBERFRIEND-YEAR", + "TCCONS25-RENUDE-YEAR", + "TCCONS25-SNAP-YEAR", + "TCCONS25-TASTEIT-YEAR", + "TCCONS25-TATTD-YEAR", + "TCCONS25-VISTA-YEAR", + "TCCONS25-YOUNGMINDS-YEAR", + "TCCONS25-ZORASAFE-YEAR", + "TCCONS25-CALIFICADAS-YEAR", + "TCCONS25-CAMPUS-YEAR", + "TCCONS25-READMIO-YEAR", + "TCCONS25-SUPERTEACHER-YEAR", + "TCCONS25-ZEZEDU-YEAR", + "TCCONS25-YOUNGMINDS-OFFICER", + "TCCONS25-HOTELTREATS-TERMS", + "TCCONS25-TATTD-STORY" + ], + "handling": "酒店礼券面值/供应商收入、分钟服务/小费、客户资产/回报/购物提升及硬件销售不混SaaS ARR。5项成立/主体继续待核，未核AI核心留缺；无新增主公司或收入观测，教学/健康效果、专利和试验登记不当独立实测。" } ], "coverage": { @@ -95098,6 +95730,407 @@ ] } ] + }, + { + "id": "TC-2025-battlefield-consumer-1", + "sourceId": "S02", + "url": "https://techcrunch.com/2025/12/30/the-top-26-consumer-edtech-companies-from-disrupt-startup-battlefield/", + "accessedAt": "2026-10-31", + "scope": "本篇26项标题逐项登记并尝试官网，21项按公司自述/原始历史材料暂归范围外，5项成立或主体待核。AI核心不明确、访问外壳、同名公司与收费/交付差异保留；只完成该篇台账，不等全部200或两年档案。", + "complete": false, + "records": [ + { + "id": "TC25-CONS-AHOI", + "name": "Ahoi", + "url": "https://ahoimate.com/", + "categoryId": "C09", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "按公司自述年份或2025前已有业务暂归范围外。2023-03-13官方条款已由Access Now, Inc.提供该平台，说明2025之前已有服务，非精确注册日。 无障碍地点社区评价/个性画像及路径信息；AI核心作用未从本轮原始资料证实。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-AHOI-HOME", + "TCCONS25-AHOI-YEAR" + ] + }, + { + "id": "TC25-CONS-ALLFOCAL", + "name": "AllFocal Optics Limited", + "url": "https://www.allfocaloptics.com/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "按公司自述年份或2025前已有业务暂归范围外。同官网公司公开主页自报Founded2022；科研十年不替法人成立或量产验证。 纳米光学显示组件，来自剑桥研究；镜片/显示硬件与制造许可不等软件订阅，AI核心未证。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-ALLFOCAL-HOME", + "TCCONS25-ALLFOCAL-YEAR" + ] + }, + { + "id": "TC25-CONS-BILLIGHT", + "name": "Billight", + "url": "https://www.billightpool.com/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "按公司自述年份或2025前已有业务暂归范围外。Blake Martin署名官网2023-05-17文章已介绍Billight系统并导向商店，属于旧业务，不等精确注册。 台球桌灯光/控制器及游戏套件实体销售；免费控制App不是硬件免费或订阅，AI核心未证。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-BILLIGHT-HOME", + "TCCONS25-BILLIGHT-YEAR" + ] + }, + { + "id": "TC25-CONS-CERCA", + "name": "Cerca Dating", + "url": "https://cercadating.com/", + "categoryId": "C09", + "kind": "company", + "profileStatus": "readable", + "status": "pending-year", + "note": "2025-05-01校园媒体原始创始人访谈称约一个半月前发布；仅产品发布日期线索，成立/运营主体与AI核心仍待核。 基于共同好友的真人约会App；不把匹配/安全宣传自动认定AI主营。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-CERCA-HOME", + "TCCONS25-CERCA-YEAR" + ] + }, + { + "id": "TC25-CONS-FOUNDERWAY", + "name": "FounderWay.ai", + "url": "https://founderway.ai/", + "categoryId": "C05", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "按公司自述年份或2025前已有业务暂归范围外。同域公司主页自报Founded2020；新AI定位/参赛不重置成立年。 AI创业指导、报告/材料及流程工具；1000+服务客户/五倍速度为自述，不等付费数或自身营收。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-FOUNDERWAY-HOME", + "TCCONS25-FOUNDERWAY-YEAR" + ] + }, + { + "id": "TC25-CONS-HOTELTREATS", + "name": "Hotel Treats", + "url": "https://www.hoteltreats.com/en", + "categoryId": "C07", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "按公司自述年份或2025前已有业务暂归范围外。官网2024-07-01周年材料称已经营多年并回顾2017起源，属于旧业务；各年份语义与精确注册分开。 酒店体验/礼券交易及酒店商家工具；酒店交易/礼券面值与平台中介净费分开，AI核心未证。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-HOTELTREATS-HOME", + "TCCONS25-HOTELTREATS-YEAR", + "TCCONS25-HOTELTREATS-TERMS" + ] + }, + { + "id": "TC25-CONS-JOTTO", + "name": "Jotto", + "url": "https://jotto.me/", + "categoryId": "C06", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "按公司自述年份或2025前已有业务暂归范围外。同域公司主页自报Founded2024；响应率、活动规模和用户内容非公司收入，官网访问缺项保留。 官网本轮无可读正文；公司公开主页介绍QR收集文字/语音/视频反馈和AI报告，归受众/客户运营。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-JOTTO-HOME", + "TCCONS25-JOTTO-YEAR" + ] + }, + { + "id": "TC25-CONS-NIM", + "name": "Nim", + "url": "https://nim.video/", + "categoryId": "C08", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "按公司自述年份或2025前已有业务暂归范围外。同域公司公开主页自报Founded2024；11—50范围与当前显示关联员工数量不同，均不是付费人数。 多模型/模板AI图像视频制作App，不将接入第三方模型当自主训练基础模型；500万创作者为官网自述。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-NIM-HOME", + "TCCONS25-NIM-YEAR" + ] + }, + { + "id": "TC25-CONS-PERFINGO", + "name": "Perfingo", + "url": "https://www.perfingo.com/", + "categoryId": "C09", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "按公司自述年份或2025前已有业务暂归范围外。同域公司公开主页自报Founded2022；旧内容品牌Daretofinance与当前产品沿革待核。 新加坡个人/夫妻财务计划，含AI流水分类/月报；S$96年付或S$12月付是报价，示例资产和投资收益非平台收入。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-PERFINGO-HOME", + "TCCONS25-PERFINGO-YEAR" + ] + }, + { + "id": "TC25-CONS-PINTOURS", + "name": "Pintours", + "url": "https://www.pintours.org/", + "categoryId": "C07", + "kind": "company", + "profileStatus": "readable", + "status": "pending-year", + "note": "公司主页链接pintours.ai并介绍同品牌体验服务，未取得Founded；.org/.ai/.com主体和成立年待核，合作/订单不当ARR。 现为品牌/景点提供AI行程和真人服务编排，含旅游、交通和活动；供应商销售与平台净费、软件/服务收入需拆。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-PINTOURS-HOME", + "TCCONS25-PINTOURS-YEAR" + ] + }, + { + "id": "TC25-CONS-PRICKLY", + "name": "Prickly Pear Health", + "url": "https://pricklypear.io/", + "categoryId": "C09", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "按公司自述年份或2025前已有业务暂归范围外。同域公司主页自报Founded2024，合作研究方在其转载介绍中称2024年6月；与同域旧招聘服务聚合条目不强配。 面向女性脑健康的语音日志、自护提示与生活数据模式追踪；健康结果/科研引用不作本轮独立疗效。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-PRICKLY-HOME", + "TCCONS25-PRICKLY-YEAR" + ] + }, + { + "id": "TC25-CONS-RAX", + "name": "rax", + "url": "https://www.raxapp.ca/", + "categoryId": "C09", + "kind": "company", + "profileStatus": "readable", + "status": "pending-year", + "note": "本轮取得产品页面，成立/法律主体、平台净费与AI实际交付仍待核；媒体所谓当年发布与旧2023报道线索不直接定年。 真人衣橱租借/买卖交易平台；衣物租金、交易额与平台净费分别核，AI核心作用尚未从原始资料确认。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-RAX-HOME" + ] + }, + { + "id": "TC25-CONS-CYBERFRIEND", + "name": "Rent a Cyber Friend", + "url": "https://www.rentacyberfriend.com/", + "categoryId": "C09", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "按公司自述年份或2025前已有业务暂归范围外。同域公司主页自报Founded2023；官网低至0.1美元符号/分钟是服务报价，不等平台MRR，真人供应成本和分账待核。 真人一对一视频交流/陪伴市场；用户按分钟支付及小费与平台分成不同，不把Cyber误认为AI聊天。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-CYBERFRIEND-HOME", + "TCCONS25-CYBERFRIEND-YEAR" + ] + }, + { + "id": "TC25-CONS-RENUDE", + "name": "Renude", + "url": "https://renude.co/", + "categoryId": "C06", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "按公司自述年份或2025前已有业务暂归范围外。同域公司主页自报Founded2020；不与drinkrenude.com饮料品牌2018年混同，客户购物转化/AOV提升非Renude收入。 面向美容品牌/零售商的AI皮肤分析及导购插件，按商业交付归客户运营；不当临床诊疗或自主基础模型。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-RENUDE-HOME", + "TCCONS25-RENUDE-YEAR" + ] + }, + { + "id": "TC25-CONS-SNAP", + "name": "Snap Discovery AG", + "url": "https://www.snapdiscovery.de/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "按公司自述年份或2025前已有业务暂归范围外。同域公司主页自报Founded2023；其Public Company标签不直接认定证券上市，集团注册仍待核。 脑机接口/脑信号到设备控制的研发与硬件技术，兼游戏及研究场景；科研/演示不作量产/临床认证。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-SNAP-HOME", + "TCCONS25-SNAP-YEAR" + ] + }, + { + "id": "TC25-CONS-TASTEIT", + "name": "Tasteit", + "url": "https://tasteit.me/", + "categoryId": "C09", + "kind": "company", + "profileStatus": "readable", + "status": "pending-year", + "note": "条款可读但本轮未取得可靠成立日期；第三方2021及同名食品商标不用于填当前法人年份。 围绕食物兴趣连接真人、约饭与活动的社交App；AI主营未从当前原始资料证实。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-TASTEIT-HOME", + "TCCONS25-TASTEIT-YEAR" + ] + }, + { + "id": "TC25-CONS-TATTD", + "name": "Tattd", + "url": "https://www.tattd.ai/", + "categoryId": "C09", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "按公司自述年份或2025前已有业务暂归范围外。公司主页旧域tattd.co自报Founded2020，现官网故事同创始人Laura Schaack/同业务；精确主体连续和第三方2019差异待核。 AI纹身设计、艺术家发现/预约/支付市场；纹身订单/艺术家收入、平台服务费与设计订阅需拆。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-TATTD-HOME", + "TCCONS25-TATTD-YEAR", + "TCCONS25-TATTD-STORY" + ] + }, + { + "id": "TC25-CONS-VISTA", + "name": "Vista InnoTech Limited", + "url": "https://www.vit.com.hk/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "按公司自述年份或2025前已有业务暂归范围外。同域公司主页自报Founded2017；2025新奖项/参赛和机器人应用不等新公司或新AI模型。 手机相机微型云台防抖组件及控制软件，按硬件产业交付；专利数/防抖倍数为厂商自述，AI核心未证。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-VISTA-HOME", + "TCCONS25-VISTA-YEAR" + ] + }, + { + "id": "TC25-CONS-YOUNGMINDS", + "name": "Young Minds App", + "url": "https://www.youngmindsapp.co.uk/", + "categoryId": "C09", + "kind": "company", + "profileStatus": "unavailable", + "status": "pending-year", + "note": "英国YOUNGMINDSAPP LTD 15382154登记2024-01-02，董事Nino Dvalidze与发现创始人名对应；官网无正文，产品与该法律主体直接对应及更早事业仍待补，不先确认为新2025公司。 发现官网本轮仅无正文外壳；家长/孩子数字习惯与安全产品的当前AI实际交付仍待原始可读材料。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-YOUNGMINDS-HOME", + "TCCONS25-YOUNGMINDS-YEAR", + "TCCONS25-YOUNGMINDS-OFFICER" + ] + }, + { + "id": "TC25-CONS-ZORASAFE", + "name": "ZoraSafe", + "url": "https://zorasafe.com/", + "categoryId": "C09", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "按公司自述年份或2025前已有业务暂归范围外。公司主页匹配zorasafe.com并自报Founded2024；.ai新闻页本轮返回无正文，不以新闻搜索缓存当已读全文。 家庭/长者反诈风险提示，含可疑内容检查/家庭口令/社区信息；当前官网明确浏览器和桌面仍开发中且不保证检测。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-ZORASAFE-HOME", + "TCCONS25-ZORASAFE-YEAR" + ] + }, + { + "id": "TC25-CONS-CALIFICADAS", + "name": "Calificadas", + "url": "https://www.calificadas.com/", + "categoryId": "C07", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "按公司自述年份或2025前已有业务暂归范围外。Village Capital原始2024-06-24介绍链接该官网，回顾2009培训起源和2020数字化，说明2025之前已有业务；2009不直接当现法人成立。 现官网为组织咨询/培训及CUALY AI自适应沟通/思维训练；旧演讲App与现混合服务并列，课程/人工/软件收入和实际交付仍待核。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-CALIFICADAS-HOME", + "TCCONS25-CALIFICADAS-YEAR" + ] + }, + { + "id": "TC25-CONS-CAMPUS", + "name": "CampusAI", + "url": "https://www.campus.ai/", + "categoryId": "C07", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "按公司自述年份或2025前已有业务暂归范围外。原始组织页列2023年初建立、2023年10月alpha、2024年3月投资，国际CampusAI Holding LLC/波兰CampusAI PSA；不与2020 campusai.com或2025同名校园助手混同。 面向个人/组织的AI技能培训、实践工具及平台；教人用AI不自动等自主基础模型或纯自动SaaS，课程/人工费用需拆。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-CAMPUS-HOME", + "TCCONS25-CAMPUS-YEAR" + ] + }, + { + "id": "TC25-CONS-GENERALNEURO", + "name": "General Neuro", + "url": "https://generalneuro.com/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "按公司自述年份或2025前已有业务暂归范围外。官网明确自2024起制作头带，旧业务暂归范围外；现头带/自述注册试验、第三方论文和实际产品有效性分开，本轮未独立验证或执行使用。 当前NeuroLingo为儿童阅读练习的脑刺激头带/应用，旧成人语言学习用途分开；硬件/临床试点不作软件订阅或已获批准疗效。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-GENERALNEURO-HOME" + ] + }, + { + "id": "TC25-CONS-READMIO", + "name": "Readmio", + "url": "https://www.readmio.com/", + "categoryId": "C09", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "按公司自述年份或2025前已有业务暂归范围外。官网关于页展示2021 Startup World Cup/Summit获奖及早期App服务，说明2025前已有业务；不据奖项日期反推精确成立年。 家长朗读时触发音效/音乐的故事App及内容服务，面向家庭，不将内容数量或用户量作付费数。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-READMIO-HOME", + "TCCONS25-READMIO-YEAR" + ] + }, + { + "id": "TC25-CONS-SUPERTEACHER", + "name": "Super Teacher", + "url": "https://getsuperteacher.com/", + "categoryId": "C07", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "按公司自述年份或2025前已有业务暂归范围外。直接参与者Head of Product/UX案例称2022产品已上线、后扩学校；链接同官网，暂归旧业务，不当精确注册或实际付费规模。 学校/家庭交互式AI辅导，按问题调整指导；个性化教育结果和老师证词非本轮独立学习效果测试。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-SUPERTEACHER-HOME", + "TCCONS25-SUPERTEACHER-YEAR" + ] + }, + { + "id": "TC25-CONS-ZEZEDU", + "name": "ZEZEDU Corp.", + "url": "https://zezedu.com/", + "categoryId": "C07", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "按公司自述年份或2025前已有业务暂归范围外。投资方NAVER D2SF原始名录列Founded2019、Seed2020；官网也保留2020—2024历史，非2025参赛新成立。 学校数学解题过程分析、分层反馈及作业管理，含机构解决方案；学生/学校数量不是公司收入。", + "evidenceIds": [ + "TCCONS25-INDEX", + "TCCONS25-ZEZEDU-HOME", + "TCCONS25-ZEZEDU-YEAR" + ] + } + ] } ], "directoryRechecks": [ diff --git a/content/research/ai-companies.sources.json b/content/research/ai-companies.sources.json index df9eb51..6d07f91 100644 --- a/content/research/ai-companies.sources.json +++ b/content/research/ai-companies.sources.json @@ -1,5 +1,5 @@ { - "version": "2026-10-31-tc-security-1", + "version": "2026-10-31-tc-consumer-1", "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": "2026首页定向3项已登记，另从AI第3—4页登记5项：3项关联公司、1项范围外、1项待核；不等全部卡片核验。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29项、待核2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。 另从AI第5—6页定向4项：2项原始资料归范围外，2项原始成立/年份待核；不是全部卡片、参赛者或档案。 首次登记2025政府/法律名单正文11项（标题称10）时：7项范围外或既有业务、4项成立/主体待核；当时未新增主公司或ARR，非全部200或两年档案。 另将2025金融/地产名单14项全部登记：11项范围外/既有业务，3项年份/主体/AI待核；不新增公司或收入，不等其余竞赛类别。 另将2025生物技术名单9项全部登记：8项范围外或既有业务，1项产品与主体对应待核；不新增公司或收入，非全部竞赛类别。 后续补证：政府/法律名单Aparti关联2025主公司，Pytho按既有业务排除；该11项现1关联、8范围外、2待核，原始访问记录保留。 另将2025安全类别名单9项全部登记并逐项追原始/公司公开资料，9项均有2020—2024成立或旧业务线索，暂归范围外。官网外壳、产品转向及同名不同站点单列，不新增公司或收入；非完整200或两年档案。", - "nextCheck": "继续核本篇2项的成立、主体及AI主营，优先解决Billow批次与发现年份时序、Sponstar原始年份冲突；既有业务的法律沿革及不可读项仍留缺；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。 继续核Laplace原始年份及Eka精确注册主体；Recursive的2025/2026年份冲突保留。 继续核Honeyjar主字段与转载的年份差异、Blueprints原始可读资料与旧建筑业务主体；不把包价、演示金额或建设项目价值当ARR。 本篇待核Aparti精确注册、JustiGuide的2024/2026语义、orchestraos主体与年份及Pytho原始登记；补其余竞赛类别和年度档案，不用同名链接替代核查。 补ticker原始可读页面、Investwise主营及主体、Soundspace成立与AI实际交付；保留Genia结果收费与首页套餐的合同缺项，不把交易、返佣或客户资产年化为ARR。 补Avara可读条款和Lumos登记号对应、其他生物技术候选的AI实际作用及地域主体链；研发、临床、审批计划和药企赞助与当前商业收入分开。 Aparti已补公司自述成立，精确注册/付费及Amie收入仍待核；Pytho已由官网链接原始采访补范围外，不再列年份待核，精确注册留缺。 补本批精确注册/集团沿革、Mill Pond可读官网、TruSources/TruClaw运营主体；安全自述、签名记录和实际独立效能分开，AIM年化收入与合同、经常性及截至日仍缺。继续补其他竞赛类别与两年公开档案。", + "boundary": "2026首页定向3项已登记，另从AI第3—4页登记5项：3项关联公司、1项范围外、1项待核；不等全部卡片核验。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29项、待核2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。 另从AI第5—6页定向4项：2项原始资料归范围外，2项原始成立/年份待核；不是全部卡片、参赛者或档案。 首次登记2025政府/法律名单正文11项（标题称10）时：7项范围外或既有业务、4项成立/主体待核；当时未新增主公司或ARR，非全部200或两年档案。 另将2025金融/地产名单14项全部登记：11项范围外/既有业务，3项年份/主体/AI待核；不新增公司或收入，不等其余竞赛类别。 另将2025生物技术名单9项全部登记：8项范围外或既有业务，1项产品与主体对应待核；不新增公司或收入，非全部竞赛类别。 后续补证：政府/法律名单Aparti关联2025主公司，Pytho按既有业务排除；该11项现1关联、8范围外、2待核，原始访问记录保留。 另将2025安全类别名单9项全部登记并逐项追原始/公司公开资料，9项均有2020—2024成立或旧业务线索，暂归范围外。官网外壳、产品转向及同名不同站点单列，不新增公司或收入；非完整200或两年档案。 另将2025消费/教育类别26项逐项登记并尝试官网，21项按原始/公司公开年份或旧业务资料暂归范围外，5项成立/主体待核；不新增主公司或收入。硬件、真人交易、礼券、培训/软件混合及AI核心缺项保留，不等全部200或两年档案。", + "nextCheck": "继续核本篇2项的成立、主体及AI主营，优先解决Billow批次与发现年份时序、Sponstar原始年份冲突；既有业务的法律沿革及不可读项仍留缺；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。 继续核Laplace原始年份及Eka精确注册主体；Recursive的2025/2026年份冲突保留。 继续核Honeyjar主字段与转载的年份差异、Blueprints原始可读资料与旧建筑业务主体；不把包价、演示金额或建设项目价值当ARR。 本篇待核Aparti精确注册、JustiGuide的2024/2026语义、orchestraos主体与年份及Pytho原始登记；补其余竞赛类别和年度档案，不用同名链接替代核查。 补ticker原始可读页面、Investwise主营及主体、Soundspace成立与AI实际交付；保留Genia结果收费与首页套餐的合同缺项，不把交易、返佣或客户资产年化为ARR。 补Avara可读条款和Lumos登记号对应、其他生物技术候选的AI实际作用及地域主体链；研发、临床、审批计划和药企赞助与当前商业收入分开。 Aparti已补公司自述成立，精确注册/付费及Amie收入仍待核；Pytho已由官网链接原始采访补范围外，不再列年份待核，精确注册留缺。 补本批精确注册/集团沿革、Mill Pond可读官网、TruSources/TruClaw运营主体；安全自述、签名记录和实际独立效能分开，AIM年化收入与合同、经常性及截至日仍缺。继续补其他竞赛类别与两年公开档案。 本篇继续核Cerca、Pintours、rax、Tasteit、Young Minds的成立/主体和AI作用；Young Minds 15382154于2024登记且董事对应，但官网外壳，产品/法人直接关联仍缺。Jotto/Young Minds官网正文缺项和同名CampusAI、Renude、Billight不强配；补其余类别/档案。", "limitation": "需追溯原始披露，部分文章受访问限制", "accessRecheckedAt": "2026-10-30" }, diff --git a/content/research/ai-income-analysis.json b/content/research/ai-income-analysis.json index 6b2bbae..aabf40e 100644 --- a/content/research/ai-income-analysis.json +++ b/content/research/ai-income-analysis.json @@ -1,5 +1,5 @@ { - "sourceVersion": "2026-10-31-tc-security-1", + "sourceVersion": "2026-10-31-tc-consumer-1", "asOf": "2026-10-31", "metric": "platform-mrr-usd", "sampleUnit": "product-or-business",