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Classify two SR004 businesses and preserve unresolved brand founding dates

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Codex Bot
2026-11-01 02:28:52 +08:00
parent d631be2617
commit 9c32f77722
6 changed files with 437 additions and 44 deletions
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apps/docs/scripts/auth-cli.ts
+2 -2
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@@ -182,9 +182,9 @@ async function main() {
assert.equal(researchResponse.status, 200, "authenticated research API");
assert.ok(researchResponse.headers.get("cache-control")?.includes("no-store"));
const research = await researchResponse.json();
assert.equal(research.companies.length, 1259);
assert.equal(research.companies.length, 1261);
assert.equal(research.categories.length, 11);
assert.equal(research.evidence.length, 5144);
assert.equal(research.evidence.length, 5161);
assert.equal(research.observations.length, 491);
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
+38 -13
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@@ -123,11 +123,11 @@ test("research revisions share the authentication database and preserve replay l
for (let i = 0; i < 20; i++) consumeCode(config, "invalid");
assert.equal(consumeCode(config, "invalid"), "limited");
const initial = readResearchSnapshot();
assert.equal(initial.companies.length, 1259);
assert.equal(initial.evidence.length, 5144);
assert.equal(initial.companies.length, 1261);
assert.equal(initial.evidence.length, 5161);
assert.equal(initial.observations.length, 491);
const businessReviews = initial.reviews.filter((review) => review.type === businessModelReviewType);
assert.equal(businessReviews.length, 7);
assert.equal(businessReviews.length, 8);
assert.deepEqual(businessReviews, seed.reviews.filter((review) => review.type === businessModelReviewType)
.sort((a, b) => a.id.localeCompare(b.id)),
"business model assessments and company/evidence links persist in the shared database");
@@ -169,9 +169,9 @@ 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, 251);
assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 150);
assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 56);
assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 254);
assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 151);
assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 57);
const review = snapshot.reviews.find((r) => r.id === "R4")!;
assert.deepEqual(reviewCompanyIds(snapshot, review), ["AI007", "AI013", "AI021", "AI034"]);
assert.deepEqual(reviewCompanyIds(snapshot, snapshot.reviews.find((r) => r.id === "CN-R-PSI")!), []);
@@ -190,11 +190,11 @@ test("reviews link explicit companies without turning global or excluded cases i
test("disclosure counts exclude client income, biographies, targets and duplicate milestones", () => {
const snapshot = seed as ResearchSnapshot;
const summary = categorySummary(snapshot);
assert.equal(summary.reduce((n, c) => n + c.count, 0), 1259);
assert.equal(summary.reduce((n, c) => n + c.count, 0), 1261);
assert.equal(summary.reduce((n, c) => n + c.self, 0), 63);
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), 1175);
assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 1177);
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"));
@@ -229,7 +229,7 @@ test("service run rates, legacy freight revenue and paid adoption do not become
test("technical reviews keep accessible materials separate from tested capabilities", () => {
const snapshot = structuredClone(seed) as ResearchSnapshot;
assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 250);
assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 252);
assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 28);
assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "independent-test").length, 1);
assert.equal(snapshot.companies.find((c) => c.id === "AI051")?.revenueStatus, "unknown");
@@ -644,11 +644,11 @@ test("public Speedrun cohort rosters preserve the finite boundary without invent
assert.equal(new Set(rows.map((row) => row.url)).size, 321);
const newlyRegistered = rosters.filter((batch) => !batch.id.startsWith("SR007-")).flatMap((batch) => batch.records);
assert.equal(newlyRegistered.length, 242);
assert.equal(newlyRegistered.filter((row) => row.status === "pending-year").length, 0);
assert.equal(newlyRegistered.filter((row) => row.status === "linked").length, 15);
assert.equal(newlyRegistered.filter((row) => row.status === "pending-year").length, 2);
assert.equal(newlyRegistered.filter((row) => row.status === "linked").length, 17);
assert.equal(newlyRegistered.filter((row) => row.status === "existing-outside-cohort").length, 1);
assert.equal(newlyRegistered.filter((row) => row.status === "outside-cohort").length, 144);
assert.equal(newlyRegistered.filter((row) => row.status === "pending-ai").length, 82,
assert.equal(newlyRegistered.filter((row) => row.status === "pending-ai").length, 78,
"a known self-reported founding year does not by itself establish the current AI business");
assert.equal(newlyRegistered.filter((row) => row.profileStatus === "readable").length, 232);
assert.ok(newlyRegistered.filter((row) => row.status === "outside-cohort").every((row) =>
@@ -677,6 +677,31 @@ test("public Speedrun cohort rosters preserve the finite boundary without invent
"future GPU capacity, free trials, customer savings and unread financial claims are not realized revenue");
});
test("Speedrun brand dates and survey benchmark scores do not create new-company revenue", () => {
const snapshot = seed as ResearchSnapshot;
const rows = snapshot.candidateBatches!.flatMap((batch) => batch.records);
for (const id of ["SR004R-C11", "SR004R-C20"]) {
const row = rows.find((item) => item.id === id)!;
assert.equal(row.status, "pending-year", "a known brand year must retain unresolved underlying entity dates");
assert.equal(row.companyId, undefined);
assert.ok(row.evidenceIds!.some((proof) => proof.startsWith("SR004F2-")));
}
for (const id of ["SR004R-C08", "SR004R-C15"]) {
assert.equal(rows.find((item) => item.id === id)!.status, "pending-ai");
}
for (const [id, category] of [["AI168", "C06"], ["AI169", "C05"]]) {
const company = snapshot.companies.find((item) => item.id === id)!;
assert.equal(company.cat, category);
assert.equal(company.revenueStatus, "unknown");
assert.equal(company.technicalReview!.level, "description");
}
assert.ok(!snapshot.observations.some((row) => row.evidence.startsWith("SR004F2-")),
"brand-deal opportunities, listed fees and survey agreement are not financial observations");
const model = snapshot.reviews.find((row) => row.id === "MODEL1-SIMULATION-PANEL")!;
assert.deepEqual(reviewCompanyIds(snapshot, model), ["AI169"]);
assert.ok(model.evidenceIds.includes("SR004F2-REHEARSALS-PRICE"));
});
test("annual launch archives exclude older companies only with evidence and reuse existing records", () => {
const snapshot = structuredClone(seed) as ResearchSnapshot;
const batch = snapshot.candidateBatches!.find((b) => b.id === "PH-2025-visible-1")!;
@@ -704,7 +729,7 @@ 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, 131);
assert.equal(snapshot.candidateBatches!.flatMap((b) => b.records).filter((r) => r.status === "pending-year").length, 133);
});
test("product pivots and founder histories do not become new company years or current revenue", () => {
content/research/ai-companies.seed.json
+385 -22
View File
@@ -1,5 +1,5 @@
{
"version": "2026-11-01-sr-profile-audit-1",
"version": "2026-11-01-sr004-business-2",
"asOf": "2026-11-01",
"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": [
@@ -40061,6 +40061,86 @@
"SRPRO1-BEAD-TERMS"
]
}
},
{
"id": "AI168",
"name": "Marlo",
"url": "https://marlo.today",
"channel": "S14",
"cat": "C06",
"year": 2025,
"team": 5,
"location": "San Francisco, California, United States of America（投资方资料）",
"business": "人才经纪机构的AI品牌交易工作台，处理询盘、条款、草稿及回款流程。",
"buyer": "多创作者经纪/管理机构，兼有高inbound独立创作者",
"delivery": "当前演示/early access；Gmail接入，默认草稿，自动发送须另开",
"price": "价格/账期以订单或计划为准，公开金额未取得",
"businessModel": "交易流程软件与实施，按席位/账号/交易收费及分成实际合同未核；模型/邮件集成/人工审核成本须分记",
"entityBasis": "Marlo Today, Ltd.公开条款自述，独立登记及实际采购主体未核",
"stage": "当前演示/early access；Gmail接入，默认草稿，自动发送须另开",
"cohort": "投资方自报2025成立；独立登记及品牌起点待核",
"teamBasis": "公开档案人数，2026-11-01读取，统计截至日未知",
"sourceType": "公开投资方档案及公司官网/条款",
"notes": "机会/客户交易/案例效果、额度标价及试点都不当自身已实现ARR；技术描述与独立验证分开。",
"evidenceIds": [
"SRPRO1-P-SR004R-C25",
"SR004F2-MARLO-HOME",
"SR004F2-MARLO-TERMS"
],
"revenueStatus": "unknown",
"classificationBasis": "按交付任务归类：Marlo人才机构的收入流程为C06，Rehearsals跨产品/营销的企业研究为C05，不按AI/模型/创作者标签分类。",
"technicalReview": {
"level": "description",
"reviewedAt": "2026-11-01",
"summary": "只读公开交付/条款及Rehearsals基准方法，未连接邮箱/运行模拟；厂商结果、标志和内部harness不当独立性能或财务审计。",
"evidenceIds": [
"SRPRO1-P-SR004R-C25",
"SR004F2-MARLO-HOME",
"SR004F2-MARLO-TERMS"
]
}
},
{
"id": "AI169",
"name": "Rehearsals",
"url": "https://www.runrehearsals.com/",
"channel": "S14",
"cat": "C05",
"year": 2025,
"team": 10,
"location": "New York, New York, United States of America（投资方资料）",
"business": "真人面板AI分身模拟研究，支持产品、定价、营销和留存决策。",
"buyer": "企业研究、产品及营销团队",
"delivery": "平台/协作报告，30日pilot；API/MCP为高级套餐，未实际测试",
"price": "按twin访谈额度分档，不限席位；未读到金额，Team月到期与高级年池分开",
"businessModel": "模拟研究用量套餐＋真人招募/验证及高级治理；不是纯按席位，真实面板/人工审核/推理和销售交付成本待核",
"entityBasis": "Deep Prediction Inc. dba Rehearsals条款自述，独立注册原件未核",
"stage": "平台/协作报告，30日pilot；API/MCP为高级套餐，未实际测试",
"cohort": "投资方自报2025成立；独立登记及品牌起点待核",
"teamBasis": "公开档案人数，2026-11-01读取，统计截至日未知",
"sourceType": "公开投资方档案及公司官网/条款",
"notes": "机会/客户交易/案例效果、额度标价及试点都不当自身已实现ARR；技术描述与独立验证分开。",
"evidenceIds": [
"SRPRO1-P-SR004R-C34",
"SR004F2-REHEARSALS-HOME",
"SR004F2-REHEARSALS-PRICE",
"SR004F2-REHEARSALS-TERMS",
"SR004F2-REHEARSALS-BENCH"
],
"revenueStatus": "unknown",
"classificationBasis": "按交付任务归类：Marlo人才机构的收入流程为C06，Rehearsals跨产品/营销的企业研究为C05，不按AI/模型/创作者标签分类。",
"technicalReview": {
"level": "description",
"reviewedAt": "2026-11-01",
"summary": "只读公开交付/条款及Rehearsals基准方法，未连接邮箱/运行模拟；厂商结果、标志和内部harness不当独立性能或财务审计。",
"evidenceIds": [
"SRPRO1-P-SR004R-C34",
"SR004F2-REHEARSALS-HOME",
"SR004F2-REHEARSALS-PRICE",
"SR004F2-REHEARSALS-TERMS",
"SR004F2-REHEARSALS-BENCH"
]
}
}
],
"observations": [
@@ -102868,7 +102948,7 @@
},
{
"id": "SRPRO1-P-SR004R-C25",
"companyId": null,
"companyId": "AI168",
"title": "Marlo公开独立档案：成立/团队字段",
"url": "https://speedrun.a16z.com/companies/marlo",
"publishedAt": null,
@@ -102967,7 +103047,7 @@
},
{
"id": "SRPRO1-P-SR004R-C34",
"companyId": null,
"companyId": "AI169",
"title": "Rehearsals公开独立档案：成立/团队字段",
"url": "https://speedrun.a16z.com/companies/rehearsals",
"publishedAt": null,
@@ -104339,6 +104419,193 @@
"kind": "公司官网交付/定价与条款复核",
"summary": "条款定义Bead Technologies Inc. Delaware并明确authorized free trial/evaluation；不以客户内容训练，服务提供商不训练/保留用于人工评估；终止30日删除有条件。",
"limitation": "正式商业订单、费率/实施/服务承诺未取得，免费评估不能当已实现ARR；首页版权2024不是成立字段，投方2025仍属自报待登记。"
},
{
"id": "SR004F2-COVERD-HOME",
"companyId": null,
"title": "Coverd三产品与AI主营缺项",
"url": "https://www.coverd.us/",
"publishedAt": null,
"accessedAt": "2026-11-01",
"kind": "公司官网业务、条款及交付核对",
"summary": "首页列Arcade、实物卡牌Packs及Rich Card候补；同账号可充值/兑换，页脚Coverd, Inc.。",
"limitation": "可读内容未说明具体AI任务；评级/投资方标志及游戏或卡业务不自动纳AI公司，充值/返现/卡牌交易额非软件净收入。"
},
{
"id": "SR004F2-COVERD-TERMS",
"companyId": null,
"title": "Coverd虚拟币条款与业务口径",
"url": "https://www.coverd.us/terms",
"publishedAt": "2026-06-03",
"accessedAt": "2026-11-01",
"kind": "公司官网业务、条款及交付核对",
"summary": "条款主体Coverd Inc.，描述游戏/虚拟币许可及活动，与首页多产品并列保留。",
"limitation": "仅记录商业交付，不作业务法律认定；未玩游戏、购卡或开户。免费游戏不证明AI，产品补充条款和具体净费未核。"
},
{
"id": "SR004F2-DIAL-HOME",
"companyId": null,
"title": "Dial通信基础设施及号码/用量收费",
"url": "https://www.getdial.ai/",
"publishedAt": null,
"accessedAt": "2026-11-01",
"kind": "公司官网业务、条款及交付核对",
"summary": "AI Agent号码/语音/SMS等接口。首页PAYG原$3/号码月另计用量、赠送$5试用；另有按号码月/年订阅。",
"limitation": "标价与赠额不当收入，电信市场规模非自身财务；iMessage/WhatsApp等资格和beta限制分列。只读业务，未安装CLI/技能、注册、验证或发通信。"
},
{
"id": "SR004F2-DIAL-TERMS",
"companyId": null,
"title": "Dial品牌与Genway合同实体",
"url": "https://www.getdial.ai/terms",
"publishedAt": "2026-06-21",
"accessedAt": "2026-11-01",
"kind": "公司官网业务、条款及交付核对",
"summary": "美国客户合同为Genway Inc.，其余为Genway Israel Ltd（516887684），明确Dial为品牌。自助Flat Fee原USD20/号码月或200/年，PAYG预存；12月不活跃余额失效。",
"limitation": "条款与首页价格属不同页面快照，当前结算须核；预存现金与消耗/经常净费分开。美国法人成立原件及品牌起点未核，不能仅凭投资方2025认新主体；自助无SLA，企业合同另行。"
},
{
"id": "SR004F2-GENWAY-REGISTER",
"companyId": null,
"title": "Genway同编号2023登记转载",
"url": "https://taagidim.co.il/company/516887684",
"publishedAt": null,
"accessedAt": "2026-11-01",
"kind": "公开登记转载及公司编号交叉核对",
"summary": "普通HTTP200可读GENWAY ISRAEL LTD，编号516887684，转载设立日2023-11-08；编号与Dial条款对应。",
"limitation": "私人登记聚合站而非官方登记原件；仅作年份冲突线索，美国母公司/品牌沿革未核，不据此直接排除或认财务异常。"
},
{
"id": "SR004F2-GENWAY-DEALROOM",
"companyId": null,
"title": "Genway公开档案与业务沿革线索",
"url": "https://app.dealroom.co/companies/genway",
"publishedAt": null,
"accessedAt": "2026-11-01",
"kind": "公开数据库主体及成立字段交叉核对",
"summary": "公开卡片列Launch2023、编号516887684、genway.ai及用户研究业务；与Dial条款编号对应。",
"limitation": "二手数据库而非登记原件，自动简介不是独立事实；融资/估值不作收入，旧研究产品与新通信品牌、母子公司沿革待核。"
},
{
"id": "SR004F2-FIGMENT-PROFILE",
"companyId": null,
"title": "Figment互动叙事与工具规划",
"url": "https://speedrun.a16z.com/companies/figment",
"publishedAt": null,
"accessedAt": "2026-11-01",
"kind": "公开投资方独立档案业务人工核对",
"summary": "公开档案自报2025、3人；描述消费者个性化互动故事平台，以及视觉/叙事创作工具。",
"limitation": "已读业务描述，但规划不等当前上线或付费；Pixar/Epic履历非客户/财务/技术效果。官网暂不可读，保留当前交付及精确主体待核。"
},
{
"id": "SR004F2-FIGMENT-ACCESS",
"companyId": null,
"title": "Figment官网访问缺项",
"url": "https://figment.games/",
"publishedAt": null,
"accessedAt": "2026-11-01",
"kind": "官网只读访问结果及缺项",
"summary": "2026-11-01网页工具不可读；匿名普通HTTP在无www及www均连接重置，未取得官网正文。",
"limitation": "访问失败不证明停业/无收入，也不反证投资方描述；不能猜报价、功能状态或登记，后续换可核一手来源。"
},
{
"id": "SR004F2-HUMAN-HOME",
"companyId": null,
"title": "Human²生态与品牌主体",
"url": "https://humansquared.com/",
"publishedAt": null,
"accessedAt": "2026-11-01",
"kind": "公司官网业务、条款及交付核对",
"summary": "官网AI内容/分发Daas、消费者Waveful及筹划中Institute，页脚明确Human²为Waveful Inc.品牌。",
"limitation": "多产品不能拆成多家公司重复计数；实验室愿景/艺术图像不作模型性能或当前功能，Waveful社交增强仍有未来规划。"
},
{
"id": "SR004F2-HUMAN-TERMS",
"companyId": null,
"title": "Human²品牌条款与规划说明",
"url": "https://humansquared.com/terms/",
"publishedAt": "2026-09-10",
"accessedAt": "2026-11-01",
"kind": "公司官网业务、条款及交付核对",
"summary": "条款明确品牌属于Waveful Inc.；各产品有独立条款，研究/愿景不承诺特定功能、效果及发布日期，Institute为筹划。",
"limitation": "非独立新法人证明；Daas/社交应用/研究主体之间成立、产品启动与财务范围待拆核，不能以网站2026或投资方2025直接定成立。"
},
{
"id": "SR004F2-WAVEFUL-APPLE",
"companyId": null,
"title": "Waveful官方商店元数据的旧产品日期",
"url": "https://itunes.apple.com/lookup?id=1532913255&country=us",
"publishedAt": null,
"accessedAt": "2026-11-01",
"kind": "官方应用商店产品发布字段",
"summary": "Apple匿名lookup返回app.waveful，卖方Waveful Inc.，releaseDate为2020-12-12T08:00:00Z。",
"limitation": "这是产品发布日，绝非Waveful Inc.注册日或Human²品牌成立日；与官网品牌归属结合提示主体/产品沿革待核，不自动推2020成立或排除整个品牌。"
},
{
"id": "SR004F2-MARLO-HOME",
"companyId": "AI168",
"title": "Marlo人才机构的AI交易工作流",
"url": "https://www.marlo.today/",
"publishedAt": null,
"accessedAt": "2026-11-01",
"kind": "公司官网业务、条款及交付核对",
"summary": "面向多创作者人才机构，接Gmail历史邮件建Deal Graph，抽取条款/交付、草拟回复并跟踪发票付款，当前入口演示/early access。",
"limitation": "按交易/收入运营任务分类，非内容生成；机构称300万inbound机会/数千品牌交易，不等Marlo收入或付费客户数，案例未独立核。"
},
{
"id": "SR004F2-MARLO-TERMS",
"companyId": "AI168",
"title": "Marlo合同主体、人工发送及收费缺项",
"url": "https://www.marlo.today/legal/terms-of-service",
"publishedAt": "2026-10-14",
"accessedAt": "2026-11-01",
"kind": "公司官网业务、条款及交付核对",
"summary": "主体Marlo Today, Ltd.；回复默认草稿，自动发送须显式开启；使用第三方AI，客户内容不训练模型；费用在订单或所选计划。",
"limitation": "商业实价/实际采购与净收入未核；客户代理的创作者不是Marlo合同代理关系，不能把创作者交易额/代理分成自动算其财务。企业授权邮箱与数据处理待实际合同验证。"
},
{
"id": "SR004F2-REHEARSALS-HOME",
"companyId": "AI169",
"title": "Rehearsals真人面板模拟研究服务",
"url": "https://www.runrehearsals.com/",
"publishedAt": null,
"accessedAt": "2026-11-01",
"kind": "公司官网业务、条款及交付核对",
"summary": "自有真人面板、模型及AI模拟研究；客户留问题/报告权利，底层twins/面板/模型仍由平台持有；页脚Deep Prediction Inc.。",
"limitation": "模型/面板/客户效果均公司自述；市场/客户ROAS非自身财务，未做模拟或招募。不凭自称自研模型归基础模型业务。"
},
{
"id": "SR004F2-REHEARSALS-PRICE",
"companyId": "AI169",
"title": "Rehearsals访谈额度及人工验证分母",
"url": "https://www.runrehearsals.com/pricing",
"publishedAt": null,
"accessedAt": "2026-11-01",
"kind": "公司官网业务、条款及交付核对",
"summary": "不限席位，1额度=1 twin回答至20题。Team每月5000额度月到期；Program/Enterprise年池120000/360000。另含真人enrichment及年度验证次数，30日pilot。",
"limitation": "页面未给金额；月等效与年池/不结转基础额度不同。enrichment、真人验证/招募成本及模型成本需核；API/MCP高级权限按价格页，pilot不自动当付费。"
},
{
"id": "SR004F2-REHEARSALS-TERMS",
"companyId": "AI169",
"title": "Rehearsals参与者授权与客户合同分开",
"url": "https://www.runrehearsals.com/terms",
"publishedAt": "2026-01-01",
"accessedAt": "2026-11-01",
"kind": "公司官网业务、条款及交付核对",
"summary": "Deep Prediction Inc. dba Rehearsals；研究参与者可获报酬并提供持续内容授权，企业客户可能另签合同；预测输出不保证实际行为。",
"limitation": "参与者与企业客户的数据授权/成本不同；通用条款不替实际MSA/金额/付款凭证，客户可永久使用输出不等拥有面板/模型或转售权。"
},
{
"id": "SR004F2-REHEARSALS-BENCH",
"companyId": "AI169",
"title": "Rehearsals分布相合度与评估边界",
"url": "https://www.runrehearsals.com/human-behavior-bench",
"publishedAt": null,
"accessedAt": "2026-11-01",
"kind": "公司官网业务、条款及交付核对",
"summary": "V1以1244名美国成人、1199题的群体回答分布计算100×(1−TVD)；239公开/960保留。Engram94.1使用内部harness，基础模型为Kaggle评估。",
"limitation": "不是94.1%个体/购买预测正确率；跨国/个体一致性及未来行为未验证，分差未证统计显著。自家模型不同评估系统，不当独立自研性能结论，未运行benchmark。"
}
],
"reviews": [
@@ -114735,6 +115002,83 @@
"SRPRO1-BEAD-TERMS",
"SRPRO1-AMBIGUOUS-HOME"
]
},
{
"id": "SR004F2-R-DELIVERY",
"type": "任务分类与机会/交易/收费分母",
"company": "Marlo、Rehearsals",
"scope": "companies",
"summary": "两家自报2025且当前AI交付可对应：Marlo为人才机构交易工作台，Rehearsals为企业模拟研究，按任务分类。",
"handling": "机会/品牌交易/客户ROAS、报价/额度与自身收入分开；Marlo不自动是创作者代理关系，Rehearsals不限席位不自动是无限研究，未新增财务观测。",
"evidenceIds": [
"SR004F2-MARLO-HOME",
"SR004F2-MARLO-TERMS",
"SR004F2-REHEARSALS-PRICE"
],
"companyIds": [
"AI168",
"AI169"
]
},
{
"id": "SR004F2-R-BENCH",
"type": "群体分布基准与独立技术证据边界",
"company": "Rehearsals",
"scope": "companies",
"summary": "官网94.1是特定美国群体调查回答的分布相合分，不等个体或未来购买预测正确率；自家Engram为内部harness。",
"handling": "基准页限制比首页营销语更窄，基础模型与自家系统评估过程分开；未独立复现，不作最高技术等级或研究行业财务优劣依据。",
"evidenceIds": [
"SR004F2-REHEARSALS-BENCH",
"SR004F2-REHEARSALS-TERMS"
],
"companyIds": [
"AI169"
]
},
{
"id": "SR004F2-R-BRANDS",
"type": "品牌日期、旧产品与法人年份待核",
"company": "Dial、Human²",
"scope": "excluded-candidate",
"summary": "Dial条款Genway合同编号对应2023登记转载；Human²为Waveful Inc.品牌，官方商店app.waveful显示2020产品发布。均与投资方2025范围不一致。",
"handling": "两项转年份待核，不直接判旧年公司/造假；需母子公司注册原件、品牌/产品沿革和财务主体。旧产品发布日不当注册日，融资/充值/旧业务收入不迁给新品牌。",
"evidenceIds": [
"SR004F2-DIAL-TERMS",
"SR004F2-GENWAY-REGISTER",
"SR004F2-GENWAY-DEALROOM",
"SR004F2-HUMAN-TERMS",
"SR004F2-WAVEFUL-APPLE"
]
},
{
"id": "SR004F2-R-PENDING",
"type": "官网访问和AI主营缺项保留",
"company": "Coverd、Figment",
"scope": "dataset",
"summary": "Coverd可读官网/条款未说明AI主营；Figment档案有AI叙事说明但官网两域名HTTP重置，当前交付未核。",
"handling": "保留AI/当前交付待核及各自证据，不因非AI标签/暂时访问失败断言无AI、停业或零收入；下一步需产品一手证据与主体，不重复探测失败页面。",
"evidenceIds": [
"SR004F2-COVERD-HOME",
"SR004F2-COVERD-TERMS",
"SR004F2-FIGMENT-PROFILE",
"SR004F2-FIGMENT-ACCESS"
]
},
{
"id": "MODEL1-SIMULATION-PANEL",
"type": "商业模式初评",
"company": "模拟研究额度＋持续维护真人面板",
"scope": "companies",
"summary": "已核事实：Rehearsals按twin访谈额度分档、不限席位，包含不同真人补充访谈/验证配额；Team月到期，高级年池。公开金额、付费留存和单位净贡献缺项。",
"handling": "待验证判断：若客户反复验证产品/营销决策，可试验用量套餐，但应把真人招募/授权/复访/人工核验、模型推理、客户研究支持及销售成本完整入账。先核相对真实人类研究的决策收益、每付费项目净贡献、报告复用及30/90日续费；区分模拟访谈、真人enrichment和验证成本，不能以回答数量/相合分/客户ROAS估自身ARR。",
"evidenceIds": [
"SR004F2-REHEARSALS-PRICE",
"SR004F2-REHEARSALS-TERMS",
"SR004F2-REHEARSALS-BENCH"
],
"companyIds": [
"AI169"
]
}
],
"coverage": {
@@ -130362,7 +130706,7 @@
"sourceId": "S14",
"url": "https://speedrun.a16z.com/api/companies/companyparams?limit=100&offset=0&cohort=SR004",
"accessedAt": "2026-11-01",
"scope": "公开匿名目录SR004有限单页，原记录数量/链接不变。当前0关联、0既有超年对照、36旧年不新增、6年份自报已读但AI/主体待核。原未读226档案现已逐一核成立字段；10个目录复用项保留既有证据、本轮未重读。批次不是成立年，成立自报不是独立注册/交付或财务核验。",
"scope": "公开SR004有限名单42项，2关联、36旧年、0既有超年、2品牌/年份待核、2AI主营/当前交付待核。成立/团队为公开自报；目录完整不等注册/产品/财务均审完，原位置/链接不变。",
"complete": false,
"records": [
{
@@ -130473,9 +130817,11 @@
"status": "pending-ai",
"evidenceIds": [
"SRALL1-SR004-ROSTER",
"SRPRO1-P-SR004R-C08"
"SRPRO1-P-SR004R-C08",
"SR004F2-COVERD-HOME",
"SR004F2-COVERD-TERMS"
],
"note": "已读独立档案，自报Founded 2025、15人；年份自报已取得，当前官网/AI主营和精确主体尚待人工复核，不把AI标签直接当业务成立。"
"note": "自报2025；官网三产品为游戏、实物卡牌及信用卡候补，未读到具体AI主营。保留pending-ai，不把投资/技术履历、充值及返现作AI软件收入。"
},
{
"id": "SR004R-C09",
@@ -130512,12 +130858,16 @@
"categoryId": "C00",
"kind": "company",
"profileStatus": "readable",
"status": "pending-ai",
"status": "pending-year",
"evidenceIds": [
"SRALL1-SR004-ROSTER",
"SRPRO1-P-SR004R-C11"
"SRPRO1-P-SR004R-C11",
"SR004F2-DIAL-HOME",
"SR004F2-DIAL-TERMS",
"SR004F2-GENWAY-REGISTER",
"SR004F2-GENWAY-DEALROOM"
],
"note": "已读独立档案，自报Founded 2025、7人；年份自报已取得，当前官网/AI主营和精确主体尚待人工复核，不把AI标签直接当业务成立。"
"note": "AI Agent通信业务已明确，但Dial为Genway品牌；条款编号516887684与登记转载2023-11-08及Dealroom2023对应，和投资方2025有范围差异。美国母公司注册、产品/品牌起点待核，转pending-year而非凭品牌新日期新增公司。"
},
{
"id": "SR004R-C12",
@@ -130571,9 +130921,11 @@
"status": "pending-ai",
"evidenceIds": [
"SRALL1-SR004-ROSTER",
"SRPRO1-P-SR004R-C15"
"SRPRO1-P-SR004R-C15",
"SR004F2-FIGMENT-PROFILE",
"SR004F2-FIGMENT-ACCESS"
],
"note": "已读独立档案，自报Founded 2025、3人；年份自报已取得，当前官网/AI主营和精确主体尚待人工复核，不把AI标签直接当业务成立。"
"note": "自报2025、3人；档案明确互动AI叙事/创作工具，但官网只读连接重置，当前上线交付、收费及主体待核；不从访问失败推停业或零收入。"
},
{
"id": "SR004R-C16",
@@ -130638,12 +130990,15 @@
"categoryId": "C00",
"kind": "company",
"profileStatus": "readable",
"status": "pending-ai",
"status": "pending-year",
"evidenceIds": [
"SRALL1-SR004-ROSTER",
"SRPRO1-P-SR004R-C20"
"SRPRO1-P-SR004R-C20",
"SR004F2-HUMAN-HOME",
"SR004F2-HUMAN-TERMS",
"SR004F2-WAVEFUL-APPLE"
],
"note": "已读独立档案，自报Founded 2025、8人；年份自报已取得，当前官网/AI主营和精确主体尚待人工复核，不把AI标签直接当业务成立。"
"note": "Human²条款自称Waveful Inc.品牌，Apple同卖方app.waveful产品发布2020-12-12；投资方2025可能为品牌/业务起点。产品日不是注册日，转pending-year待沿革；Daas/Waveful/Institute不重复当三家新公司。"
},
{
"id": "SR004R-C21",
@@ -130705,15 +131060,18 @@
"id": "SR004R-C25",
"name": "Marlo",
"url": "https://speedrun.a16z.com/companies/marlo",
"categoryId": "C00",
"categoryId": "C06",
"kind": "company",
"profileStatus": "readable",
"status": "pending-ai",
"status": "linked",
"evidenceIds": [
"SRALL1-SR004-ROSTER",
"SRPRO1-P-SR004R-C25"
"SRPRO1-P-SR004R-C25",
"SR004F2-MARLO-HOME",
"SR004F2-MARLO-TERMS"
],
"note": "已读独立档案，自报Founded 2025、5人；年份自报已取得，当前官网/AI主营和精确主体尚待人工复核，不把AI标签直接当业务成立。"
"note": "投资方自报2025成立、当前AI主营与官网/条款可对应，已关联；注册、正式合同/付款和技术效果未独立核。",
"companyId": "AI168"
},
{
"id": "SR004R-C26",
@@ -130831,15 +131189,20 @@
"id": "SR004R-C34",
"name": "Rehearsals",
"url": "https://speedrun.a16z.com/companies/rehearsals",
"categoryId": "C00",
"categoryId": "C05",
"kind": "company",
"profileStatus": "readable",
"status": "pending-ai",
"status": "linked",
"evidenceIds": [
"SRALL1-SR004-ROSTER",
"SRPRO1-P-SR004R-C34"
"SRPRO1-P-SR004R-C34",
"SR004F2-REHEARSALS-HOME",
"SR004F2-REHEARSALS-PRICE",
"SR004F2-REHEARSALS-TERMS",
"SR004F2-REHEARSALS-BENCH"
],
"note": "已读独立档案，自报Founded 2025、10人；年份自报已取得，当前官网/AI主营和精确主体尚待人工复核，不把AI标签直接当业务成立。"
"note": "投资方自报2025成立、当前AI主营与官网/条款可对应，已关联；注册、正式合同/付款和技术效果未独立核。",
"companyId": "AI169"
},
{
"id": "SR004R-C35",
content/research/ai-companies.sources.json
+7 -6
View File
@@ -1,5 +1,5 @@
{
"version": "2026-11-01-sr-profile-audit-1",
"version": "2026-11-01-sr004-business-2",
"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。",
@@ -3040,8 +3040,8 @@
"speedrun.a16z.com"
],
"initialAccess": "见具体证据访问记录",
"boundary": "公开七批321个唯一档案边界、原HTML和匿名GET审计保留。本轮226个此前未读档案均普通HTTP200且slug对应：138明确2018–2024旧年、88自报2025/2026。先补官网的Ambiguous/Anchr/AndThen/Arise/Avenir/Bead六项关联，其余82项年份自报已读但AI主营/当前主体待核，不把标签当AI交付。七批当前86关联、1既有超年对照、145旧年不新增、Alven1年份/主体冲突、88AI主营/主体待核；本系列311个独立档案已读，10个复用位置仅保留既有证据、本轮未重读。目录完整不等全部财务/注册/技术研究，未公开/已移除/未来公司不含；原公司/观测及YC覆盖保留。只解析公开公司字段、不执行网页JS/外部产品，不登录/导出/请求介绍或读取个人资料接口。",
"nextCheck": "逐项补82个新批次两年自报公司的当前官网、AI主营、精确主体/品牌沿革及经营口径；其中Coverd/bins/Belong/Crebit等未明确AI任务，Human²/Atrios/PartyHat等描述稀疏，不凭标签纳入。核10个复用档案最新变化、SR007 Alven及6项AI主营。已关联六家补真实合同/付款/留存、币种/财务日、专业审核/数据/IP/模型/语音/云资源/集成成本；Anchr媒体首单原文、Ambiguous18应用/Agent动作分母、Arise实际容量/利用率、Bead正式商业条款是重点。",
"boundary": "公开七批321个唯一位置及原HTML/GET审计保留；226个补读档案中138明确旧年、88自报两年：其中8项已补官网关联、78项AI主营/当前主体待核、2项转品牌/年份待核。本系列311个独立档案已读，10个复用位置未本轮重读。七批当前88关联、1既有超年对照、145旧年、3品牌/年份待核、84AI主营/交付待核。Dial合同Genway编号对应2023登记转载，Human²品牌与2020 Waveful产品不能直接认2025新法人；Alven仍保留2024主体冲突。Coverd未明确AI任务，Figment官网暂不可读。目录完整不等公司注册/财务/技术核验完成，未公开/移除/未来公司不含；原YC覆盖和财务观测保留。",
"nextCheck": "继续逐项核78个新批次待核及SR007六个AI主营，10个复用档案变化；核Dial美国/以色列实体与Genway旧产品、Human²品牌/Waveful注册沿革及Alven年份。Figment可替代产品一手来源、Coverd具体AI任务仍缺。已关联8家公司补正式合同、付款/留存、币种/财务日和完整交付成本；Rehearsals独立方法评估与实际面板/真人验证成本、Marlo订单/净费与代理客户交易额分开。",
"limitation": "来源可读不等于声明已独立验证。",
"rosterAudit": {
"url": "https://speedrun.a16z.com/companies",
@@ -3189,8 +3189,8 @@
},
"outsideTargetYears": 138,
"targetYearSelfReports": 88,
"newLinkedCompanies": 6,
"pendingCurrentAIOrIdentity": 82,
"newLinkedCompanies": 8,
"pendingCurrentAIOrIdentity": 78,
"records": [
{
"candidateId": "SR001R-C01",
@@ -4774,7 +4774,8 @@
"evidenceId": "SRPRO1-P-SR006R-C59",
"htmlSha256": "bd76c759bbea475b39e88f7f30213a7b1748c721a12bc2081912ddfc322c9919"
}
]
],
"pendingFoundingIdentity": 2
}
},
{
content/research/ai-income-analysis.json
+1 -1
View File
@@ -1,5 +1,5 @@
{
"sourceVersion": "2026-11-01-sr-profile-audit-1",
"sourceVersion": "2026-11-01-sr004-business-2",
"asOf": "2026-11-01",
"metric": "platform-mrr-usd",
"sampleUnit": "product-or-business",
scripts/audit-ai-research.py
+4
View File
@@ -93,6 +93,10 @@ def source_register():
assert sum(e['foundedYear'] in [2025, 2026] for e in entries) == audit['targetYearSelfReports']
assert sum(candidates[e['candidateId']]['status'] == 'linked' for e in entries) == audit['newLinkedCompanies']
assert sum(candidates[e['candidateId']]['status'] == 'pending-ai' for e in entries) == audit['pendingCurrentAIOrIdentity']
assert sum(candidates[e['candidateId']]['status'] == 'pending-year' for e in entries) == audit['pendingFoundingIdentity']
assert audit['targetYearSelfReports'] == (
audit['newLinkedCompanies'] + audit['pendingCurrentAIOrIdentity'] + audit['pendingFoundingIdentity']
), 'self-reported years must retain unresolved brand/entity dates'
if source['url']:
assert urlsplit(source['url']).scheme in {'http', 'https'} and urlsplit(source['url']).netloc
for host in source['hosts']: