research: verify ARR currency and current contract models

apps/docs/scripts/auth-cli.ts

@@ -184,7 +184,7 @@ async function main() {
   const research = await researchResponse.json();
   assert.equal(research.companies.length, 1188);
   assert.equal(research.categories.length, 11);
-  assert.equal(research.evidence.length, 4372);
+  assert.equal(research.evidence.length, 4380);
   assert.equal(research.observations.length, 453);
   assert.equal((await request("/api/research/ai-companies", { method: "POST", headers })).status, 405);
   const researchPage = await request("/docs/other-research/ai-company-research/overview", { headers });

apps/docs/tests/research.test.ts

@@ -50,6 +50,9 @@ test("ARR ledger preserves historical estimates without promoting targets, run r
     assert.ok(!ids.has(id), `${id}: excluded or ambiguous records cannot enter the ARR ledger`);
   assert.equal(rows.find((row) => row.observation.id === "O066")?.observation.selection, "historical-estimate");
   assert.equal(rows.find((row) => row.observation.id === "O046")?.observation.unit, "原文$，币种待核");
+  for (const id of ["O045", "O047"])
+    assert.equal(rows.find((row) => row.observation.id === id)?.observation.unit, "原文$，币种待核",
+      "current subscription prices cannot establish the currency of a historical ARR claim");
   const category = snapshot.companies.find((company) => company.id === "AI055")!.cat;
   const filtered = arrDisclosures(snapshot, { category, foundedYear: 2025 });
   assert.ok(filtered.length > 0);
@@ -75,7 +78,7 @@ 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, 1188);
-    assert.equal(initial.evidence.length, 4372);
+    assert.equal(initial.evidence.length, 4380);
     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");
@@ -116,7 +119,7 @@ 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, 103);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 105);
   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"]);

content/research/ai-companies.seed.json

@@ -1,5 +1,5 @@
 {
-  "version": "2026-10-31-perfingo-lineage-1",
+  "version": "2026-10-31-arr-contracts-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": [
@@ -460,7 +460,8 @@
         "E015",
         "E102",
         "ELOQ-HOME",
-        "ELOQ-OUTCOME"
+        "ELOQ-OUTCOME",
+        "ARRCHECK1-ELOQ-YC"
       ],
       "revenueStatus": "self",
       "businessModel": "复杂任务按成功结果收费，分类和路由等简单任务按用量收费；具体合同待核",
@@ -487,11 +488,11 @@
       "business": "识别购买意图并自动执行销售触达",
       "buyer": "B2B销售团队",
       "delivery": "页面列示付费客户与ARR里程碑",
-      "notes": "页面含140万与250万美元两阶段数字，日期不明",
+      "notes": "页面含140万与250万美元两阶段数字，日期不明 合同机制补查：基础订阅另有Agent/线索源/独立workspace和credit扩展；一般条款循环续费，真实合同/实收及ARR定义仍缺。",
       "cohort": "2025年成立",
       "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
       "datePrecision": "年",
-      "price": "PRO原文$99/月，含2个Agent和至多1800个月度触达；CUSTOM含更高用量、集成、引导与专人支持，询价；币种代码待核",
+      "price": "PRO原文$99/月，含2个Agent和至多1800个月度触达；CUSTOM含更高用量、集成、引导与专人支持，询价；币种代码待核 原始帮助另列每月200credits、追加Agent原$59、额外线索源29、组织成员99及credit包25起；组织成员独立workspace，非普通席位。",
       "stage": "公开资料，商用成熟度待核验",
       "sourceType": "公司在YC的自述资料",
       "pricingEvidence": "E131",
@@ -499,10 +500,13 @@
         "E016",
         "MR-E-superfruits",
         "E101",
-        "E131"
+        "E131",
+        "ARRCHECK1-GOJI-HELP",
+        "ARRCHECK1-GOJI-TERMS"
       ],
       "revenueStatus": "self",
-      "businessModel": "软件订阅"
+      "businessModel": "软件订阅",
+      "entityBasis": "SUPERFRUITSSAS及RCSParis988586111为条款自述，独立登记待核。"
     },
     {
       "id": "AI017",
@@ -1075,19 +1079,24 @@
       "location": "美国旧金山",
       "business": "承载由AI生成的应用及其后端",
       "buyer": "非技术创业者与应用构建者",
-      "delivery": "公开产品；当前强调按平台收费",
-      "notes": "创始人披露100万美元ARR，但业务时点待核",
+      "delivery": "通过Claude/ChatGPT等客户端构建App并提供后端托管；当前套餐含构建动作、可选平台AI和移动App构建额度，效果未独立测试。",
+      "notes": "创始人披露100万美元ARR，但业务时点待核 后续复核原始$1MARR未明币种，不能因当前套餐USD倒推历史币种。旧仅平台费说明与当前可选AI/托管用量、支付抽成并存，原时点合同仍缺。",
       "cohort": "2025年成立",
       "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明",
       "datePrecision": "年",
-      "price": "当前公司介绍强调平台收费，无单独AI点数加价；模型调用使用用户已有订阅。",
+      "price": "当前原始文档明确USD：Free；Pro25/月或250/年，Power100/月或1000/年，含不同构建动作/AIcredits/托管额度。可选FlootAgent与用户自备模型订阅分开。",
       "stage": "公开资料，商用成熟度待核验",
       "sourceType": "公司在YC的自述资料",
-      "pricingEvidence": "E133",
+      "pricingEvidence": "ARRCHECK1-FLOOT-PRICE",
       "evidenceIds": [
-        "E040"
+        "E040",
+        "ARRCHECK1-FLOOT-PRICE",
+        "ARRCHECK1-FLOOT-SUB",
+        "ARRCHECK1-FLOOT-TERMS",
+        "ARRCHECK1-FLOOT-ARR"
       ],
-      "revenueStatus": "self"
+      "revenueStatus": "self",
+      "businessModel": "订阅平台费+可选AI/托管充值；当前客户App支付平台抽成Pro1%/Power0%，交易流水、Stripe处理费及Shippo标签费不作平台软件净费。"
     },
     {
       "id": "AI041",
@@ -1149,20 +1158,22 @@
       "business": "跨语音与消息渠道执行收入运营任务",
       "buyer": "企业销售与增长团队",
       "delivery": "投资方披露270家客户及ARR里程碑",
-      "notes": "成立年和人数来自a16z Speedrun资料",
+      "notes": "成立年和人数来自a16z Speedrun资料 官网200余公司与机构270客户为不同快照，缺同期付费定义；五个月ARR仍缺币种/日历时点，旧创始人房产交易及融资不继承。",
       "extraUrl": "https://speedrun.a16z.com/companies/nexor-ai",
       "channel": "S12",
       "cohort": "2026年成立",
       "team": 8,
       "teamBasis": "投资机构名录，业务截至日未注明",
       "datePrecision": "年",
-      "price": "未逐一核验定价页",
+      "price": "当前官网预约演示，单位价格/最低承诺和实际合同未核",
       "stage": "公开资料，商用成熟度待核验",
       "sourceType": "公司或投资机构资料",
       "evidenceIds": [
-        "E043"
+        "E043",
+        "ARRCHECK1-NEXOR-HOME"
       ],
-      "revenueStatus": "self"
+      "revenueStatus": "self",
+      "businessModel": "收入Agentharness、多渠道交付和CRM接入；软件持续费、用量/结果、一次定制集成需按实际合同拆分。"
     },
     {
       "id": "AI044",
@@ -37918,12 +37929,12 @@
       "name": "Eloquent AI",
       "kind": "原文称ARR",
       "value": 500000,
-      "unit": "USD",
+      "unit": "原文$，币种待核",
       "timing": "推出后四周，日历时点未注明",
       "evidence": "E102",
       "scope": "公司整体",
       "selection": "signal",
-      "reason": "统计时点未知，经常性定义待核",
+      "reason": "统计时点未知，经常性定义待核 本轮原始披露复读仅$，撤销旧USD推断；当前定价币种不倒推历史ARR。",
       "bound": "=",
       "comparisonGroup": null,
       "metric": "arr"
@@ -37950,12 +37961,12 @@
       "name": "Floot",
       "kind": "原文称ARR",
       "value": 1000000,
-      "unit": "USD",
+      "unit": "原文$，币种待核",
       "timing": "推出约6个月，帖子日期待核",
       "evidence": "E104",
       "scope": "公司整体",
       "selection": "signal",
-      "reason": "创始人自述，保留时点不确定性",
+      "reason": "创始人自述，保留时点不确定性 本轮原始披露复读仅$，撤销旧USD推断；当前定价币种不倒推历史ARR。",
       "bound": "=",
       "comparisonGroup": null,
       "metric": "arr"
@@ -92458,6 +92469,94 @@
       "kind": "原始赛事档案/公司法律及产品反链核查",
       "summary": "TeakSoftwareStudio官网将SaveFirst列自家待上线iOS产品，直接链savefirst.app；团队MurshedAlAmin/AmitAditaya/IfazAlam。",
       "limitation": "工作室两年业务/十万触达非SaveFirst成立/付费数；官网AI标签与SaveFirst政策确定性解析/后备未启用分列，不将工作室接案收入或旧PerfingoS$报价继承新产品。"
+    },
+    {
+      "id": "ARRCHECK1-GOJI-HELP",
+      "companyId": "AI016",
+      "title": "Gojiberry原始套餐扩展机制",
+      "url": "https://help.gojiberry.ai/en/articles/12960396-gojiberry-pricing-explained",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "原始公司定价/条款/经营披露复核",
+      "summary": "标准含2Agent/2LinkedIn席位及200月credits；追加Agent原$59/月、线索源29/月、组织成员99/月及额外credit包25起。",
+      "limitation": "原$未核币种；组织成员为独立workspace/账户不等普通seat，标价非已实现收入，附加用量和基础订阅净额需分列。"
+    },
+    {
+      "id": "ARRCHECK1-GOJI-TERMS",
+      "companyId": "AI016",
+      "title": "Gojiberry原始法律主体及续费条款",
+      "url": "https://blog.gojiberry.ai/generalterms",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "原始公司定价/条款/经营披露复核",
+      "summary": "SUPERFRUITSSAS、RCSParis988586111，订阅循环扣费及当期末取消。",
+      "limitation": "主体/号码自述非独立注册核验；一般条款支持订阅形式但不验证每笔ARR合同、退款实收或日历截止日。"
+    },
+    {
+      "id": "ARRCHECK1-FLOOT-PRICE",
+      "companyId": "AI040",
+      "title": "Floot当前原始套餐及额度",
+      "url": "https://floot.com/en/pricing",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "原始公司定价/条款/经营披露复核",
+      "summary": "Free/Pro25/Power100月包，付费含不同buildingactions、5000/15000AIcredits及10/25托管月额度；AIcredits用于App内AI或可选FlootAgent。",
+      "limitation": "当前套餐不覆盖旧ARR时点定价，额度不是实际消耗收入；不要按月价反推客户数，既有自备模型订阅与可选平台AI分别核。"
+    },
+    {
+      "id": "ARRCHECK1-FLOOT-SUB",
+      "companyId": "AI040",
+      "title": "Floot原始订阅币种和年付",
+      "url": "https://floot.com/docs/faqs/managing-your-subscription",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "原始公司定价/条款/经营披露复核",
+      "summary": "当前定价文档明确USdollars，年付Pro250/Power1000；扣税/升级/降级/欠费流程，AI/托管充值另开票。",
+      "limitation": "当前报价USD不自动证明历史创始人$1MARR币种；年预付不是新增ARR重复项，充值余额/税费/实际退款与净经常费需拆分。"
+    },
+    {
+      "id": "ARRCHECK1-FLOOT-TERMS",
+      "companyId": "AI040",
+      "title": "Floot原始软件净费与支付流水",
+      "url": "https://floot.com/terms?redirected_from_combini=true",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "原始公司定价/条款/经营披露复核",
+      "summary": "FlootInc条款当前Payments平台费Pro1%/Power0%，另有Stripe处理费；客户连接自有账户收款，运输标签由Shippo收费；月credits不滚存。",
+      "limitation": "客户App交易总额/运输费不是Floot收入，平台抽成是否纳ARR待合同；托管预充值/信用额度非现金收入即确认，未调用支付或下单。"
+    },
+    {
+      "id": "ARRCHECK1-FLOOT-ARR",
+      "companyId": "AI040",
+      "title": "Floot创始人旧ARR币种和日期复核",
+      "url": "https://www.linkedin.com/posts/yjyao_floot-just-hit-1m-arr-a-year-ago-floot-activity-7424496952190521344-CHBU",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "原始公司定价/条款/经营披露复核",
+      "summary": "原始作者说$1MARR、上线六个多月，当前页面仍只显示相对8mo。",
+      "limitation": "原$未明USD，日历发布/财务截止日未核；不由URL数字推日期，不把新套餐反推旧ARR或客户数，读者质疑不是独立财务证据。"
+    },
+    {
+      "id": "ARRCHECK1-NEXOR-HOME",
+      "companyId": "AI043",
+      "title": "Nexor当前原始交付与客户口径",
+      "url": "https://www.getnexor.ai/en",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "原始公司定价/条款/经营披露复核",
+      "summary": "多渠道收入Agentharness/CRM集成、按目标跟进，官网200余公司/19国；Speedrun另列270客户和五个月2.5M原$ARR。",
+      "limitation": "官网和机构客户数无同日/付费定义，差异不自动作虚报；前创始人房产交易总额/旧事业融资非Nexor营收，当前无可核单位价格。"
+    },
+    {
+      "id": "ARRCHECK1-ELOQ-YC",
+      "companyId": "AI015",
+      "title": "Eloquent原始YC财务措辞复核",
+      "url": "https://www.ycombinator.com/companies/eloquent-ai",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "原始公司定价/条款/经营披露复核",
+      "summary": "YC直达无正文，原始搜索缓存仍列四周$500KARR、2025成立和5人，以及金融操作Agent；旧Streetbees履历独立。",
+      "limitation": "原$未明确币种代码，四周不是日历财务截至日；8000万旧融资/200人旧团队不继承本公司。原始结果/用量定价文章不证明每份合同最低经常承诺。"
     }
   ],
   "reviews": [
@@ -100354,6 +100453,35 @@
         "TCAL25-SAVE-PRIVACY"
       ],
       "handling": "将历史名称对应从待核改为证据支持的对应，不把它升级为当前法律主体同一性。2025总入口现193原样URL+8原始反链/历史档案对应=201，无历史名单名称待对应；仍保留SaveFirst当前运营/AI/成立缺项。无新增主公司或收入，不继承旧报价/用户/资产、工作室项目费为新AppARR。"
+    },
+    {
+      "id": "ARRCHECK1-R-CURRENCY",
+      "type": "历史ARR币种与当期价格分开",
+      "company": "Eloquent / Floot",
+      "scope": "dataset",
+      "summary": "原始旧披露仅$且缺日历财务截至日，O045/O047撤销USD推断为币种待核，金额/用途不变。",
+      "evidenceIds": [
+        "ARRCHECK1-ELOQ-YC",
+        "ARRCHECK1-FLOOT-ARR",
+        "ARRCHECK1-FLOOT-SUB"
+      ],
+      "handling": "当前报价USD不自动适用旧ARR；相对月份/上线时长不转换业务日期，不据读者流量质疑或分布认定造假；保留26家公司34ARR证据表和平台MRR统计。"
+    },
+    {
+      "id": "ARRCHECK1-R-MODELS",
+      "type": "销售Agent与应用构建平台收费拆分",
+      "company": "Gojiberry / Nexor / Floot / Eloquent",
+      "scope": "dataset",
+      "summary": "订阅加可选Agent/工作区/credits、结果与用量收费、托管预充值、客户交易平台抽成分别核。",
+      "evidenceIds": [
+        "ARRCHECK1-GOJI-HELP",
+        "ARRCHECK1-GOJI-TERMS",
+        "ARRCHECK1-FLOOT-PRICE",
+        "ARRCHECK1-FLOOT-SUB",
+        "ARRCHECK1-FLOOT-TERMS",
+        "ARRCHECK1-NEXOR-HOME"
+      ],
+      "handling": "报价/信用余额/客户交易流水/旧事业融资不当软件ARR；月年优惠和使用量波动、佣金净费、实施服务及最低合同承诺是商业模式评估缺项。本轮无新收入观测，四家公司截至日/合同实收仍缺。"
     }
   ],
   "coverage": {

content/research/ai-companies.sources.json

@@ -1,5 +1,5 @@
 {
-  "version": "2026-10-31-perfingo-lineage-1",
+  "version": "2026-10-31-arr-contracts-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。",
@@ -2984,7 +2984,7 @@
       "status": "per-company",
       "hosts": [],
       "initialAccess": "按公司逐一核验",
-      "boundary": "公司官网和官方材料逐条绑定证据；不是可预先列尽的全站候选池。 定向新增企智芯与九昇智能的2025成立自述及交付资料，精确注册、实际客户与收入未核；两个官网不代表中文公司全集。",
+      "boundary": "公司官网和官方材料逐条绑定证据；不是可预先列尽的全站候选池。 定向新增企智芯与九昇智能的2025成立自述及交付资料，精确注册、实际客户与收入未核；两个官网不代表中文公司全集。 本轮复读Gojiberry/Floot/Nexor/Eloquent原始定价/条款/披露，补订阅扩展、AI与托管credit和支付净费边界；Eloquent/Floot旧ARR原$撤销USD推断，当前定价不倒推历史合同或币种。非所有公司官网全量核验。",
       "nextCheck": "核定价、主体、交付与收入定义，自述与独立验证分开。",
       "limitation": "自述不等于独立审计"
     },

content/research/ai-income-analysis.json

@@ -1,5 +1,5 @@
 {
-  "sourceVersion": "2026-10-31-perfingo-lineage-1",
+  "sourceVersion": "2026-10-31-arr-contracts-1",
   "asOf": "2026-10-31",
   "metric": "platform-mrr-usd",
   "sampleUnit": "product-or-business",