Expand platform income samples and derive report conclusions from current data

apps/docs/scripts/auth-cli.ts

@@ -182,10 +182,10 @@ 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, 1047);
+  assert.equal(research.companies.length, 1050);
   assert.equal(research.categories.length, 11);
-  assert.equal(research.evidence.length, 1579);
-  assert.equal(research.observations.length, 220);
+  assert.equal(research.evidence.length, 1593);
+  assert.equal(research.observations.length, 229);
   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);

apps/docs/tests/research.test.ts

@@ -23,9 +23,9 @@ 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, 1047);
-    assert.equal(initial.evidence.length, 1579);
-    assert.equal(initial.observations.length, 220);
+    assert.equal(initial.companies.length, 1050);
+    assert.equal(initial.evidence.length, 1593);
+    assert.equal(initial.observations.length, 229);
     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");
@@ -64,8 +64,8 @@ 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, 97);
-  assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 11);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 100);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 12);
   assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 41);
   const review = snapshot.reviews.find((r) => r.id === "R4")!;
   assert.deepEqual(reviewCompanyIds(snapshot, review), ["AI007", "AI013", "AI021", "AI034"]);
@@ -85,10 +85,10 @@ 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), 1047);
+  assert.equal(summary.reduce((n, c) => n + c.count, 0), 1050);
   assert.equal(summary.reduce((n, c) => n + c.self, 0), 38);
   assert.equal(summary.reduce((n, c) => n + c.estimate, 0), 2);
-  assert.equal(summary.reduce((n, c) => n + c.platform, 0), 16);
+  assert.equal(summary.reduce((n, c) => n + c.platform, 0), 19);
   assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 991);
   assert.equal(snapshot.companies.find((c) => c.name === "Rork")?.revenueStatus, "unknown");
   assert.equal(snapshot.companies.find((c) => c.name === "Result")?.revenueStatus, "unknown");
@@ -97,7 +97,7 @@ 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, 48);
+  assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 50);
   assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 8);
   assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "independent-test").length, 1);
   assert.equal(snapshot.companies.find((c) => c.id === "AI051")?.revenueStatus, "unknown");
@@ -248,14 +248,21 @@ test("income descriptions report sample dispersion and maximum-value sensitivity
 test("platform samples exclude stale data and keep ARR, estimates and collections separate", () => {
   const snapshot = seed as ResearchSnapshot;
   const recent = platformIncomeSample(snapshot, { windowDays: 7 });
-  assert.equal(recent.points.length, 14);
-  assert.equal(recent.excluded.length, 3);
+  assert.equal(recent.points.length, 16);
+  assert.equal(recent.excluded.length, 4);
   assert.ok(recent.points.every((p) => p.observation.metric === "mrr" && p.observation.selection === "platform"));
-  assert.deepEqual(new Set(recent.excluded.map((p) => p.observation.company)), new Set(["AI016", "MR013", "MR014"]));
+  assert.deepEqual(new Set(recent.excluded.map((p) => p.observation.company)), new Set(["AI016", "MR013", "MR014", "MR017"]));
   assert.ok(recent.points.some((p) => p.company.name === "TrackAI" && p.observation.connectionExpired), "dated recent value is not a claim of active connection");
   const older = platformIncomeSample(snapshot, { windowDays: 90 });
-  assert.equal(older.points.length, 15);
+  assert.equal(older.points.length, 18);
   assert.ok(older.points.some((p) => p.company.id === "AI016"));
+  assert.ok(!recent.points.some((p) => p.company.id === "MR017"));
+  assert.ok(older.points.some((p) => p.company.id === "MR017" && p.observation.connectionExpired),
+    "an expired connection retains its historical observation date in the wider window");
+  assert.equal(recent.points.find((p) => p.company.id === "MR018")?.value, 67864,
+    "an older Markdown cache must not replace or duplicate the later web snapshot");
+  assert.equal(recent.points.find((p) => p.company.id === "MR019")?.value, 65431,
+    "period-table revenue and revenue snapshots must not replace MRR");
   const scaled = platformIncomeSample(snapshot, { windowDays: 7, annualize: true });
   const monthlyGroups = groupIncome(recent.points);
   const annualGroups = groupIncome(scaled.points);

content/research/ai-companies.seed.json

@@ -1,5 +1,5 @@
 {
-  "version": "2026-10-30-agent-classification-1",
+  "version": "2026-10-30-platform-expansion-1",
   "asOf": "2026-10-30",
   "scope": "全球公开资料研究：保留首批个案，并扩展核查2025—2026八个YC批次候选池；成立年份以官方公司页面字段为依据。",
   "limitations": [
@@ -29996,6 +29996,112 @@
           "SR25-LOOPS-AI"
         ]
       }
+    },
+    {
+      "id": "MR017",
+      "name": "LLM Gateway",
+      "url": "https://llmgateway.io/",
+      "cat": "C02",
+      "year": 2025,
+      "location": "美国（平台资料）",
+      "business": "多供应商模型API路由、计费、密钥管理及监控，另有模型使用订阅产品。",
+      "buyer": "开发者及企业模型平台团队",
+      "price": "API页按token及5%平台费、BYOK免费、企业询价；另有DevPass/Lounge订阅，历史收入分摊未核",
+      "businessModel": "模型网关订阅与用量",
+      "entityBasis": "官网条款自述Polar Lights LLC，精确注册和支付账户合并范围未核。",
+      "notes": "成立年份为平台经营者资料；MRR为9月历史快照且连接过期，充值、使用、供应商成本和订阅须拆分，不能当当前纯SaaS净收入。",
+      "evidenceIds": [
+        "MR2-LLM-WEB",
+        "MR2-LLM-MD",
+        "MR2-LLM-HOME",
+        "MR2-LLM-TERMS",
+        "MR2-LLM-PRICE",
+        "MR2-USD",
+        "MR2-METHOD"
+      ],
+      "technicalReview": {
+        "level": "description",
+        "reviewedAt": "2026-10-30",
+        "summary": "已读官网产品与部署说明；未读取源代码、安装运行或独立测试路由/可靠性。",
+        "evidenceIds": [
+          "MR2-LLM-HOME"
+        ]
+      },
+      "team": null,
+      "delivery": "平台有支付连接历史，法律主体、全账户收入和实际产品效果未独立验证。",
+      "cohort": "2025年创立（平台资料），产品/业务口径，非法律注册确认",
+      "teamBasis": "平台人数及经营者资料未转换为精确团队数",
+      "stage": "有平台支付数据，实际成本、留存和公司合并口径待核",
+      "sourceType": "支付平台连接指标、经营者可编辑资料及可读官网",
+      "revenueStatus": "platform",
+      "classificationBasis": "按当前交付分类：模型路由基础设施与内容创作软件分开，不能因为均调用模型而合成同一业务。"
+    },
+    {
+      "id": "MR018",
+      "name": "Gomotion AI（TrustMRR iker）",
+      "url": "https://trustmrr.com/startup/iker",
+      "cat": "C08",
+      "year": 2026,
+      "location": "西班牙（平台资料）",
+      "business": "将主题自动生成YouTube纪录片式视频，包含脚本、配音、素材和编辑。",
+      "buyer": "视频频道经营者与内容团队",
+      "price": "平台列Creator $27/月、Studio $59/月、Agency $107/月；当前官网、合同和额度未核",
+      "businessModel": "软件订阅",
+      "entityBasis": "本轮仅平台产品记录，无独立官网/注册主体证明；不与同名其他公司合并。",
+      "notes": "平台2026年7月起步字段，非工商确认；网页与Markdown缓存有不同同步时点，较早数值另列。",
+      "evidenceIds": [
+        "MR2-GOMO-WEB",
+        "MR2-GOMO-MD",
+        "MR2-USD",
+        "MR2-METHOD"
+      ],
+      "team": null,
+      "delivery": "平台有支付连接历史，法律主体、全账户收入和实际产品效果未独立验证。",
+      "cohort": "2026年创立（平台资料），产品/业务口径，非法律注册确认",
+      "teamBasis": "平台人数及经营者资料未转换为精确团队数",
+      "stage": "有平台支付数据，实际成本、留存和公司合并口径待核",
+      "sourceType": "支付平台连接指标及经营者可编辑资料；独立官网未取得",
+      "revenueStatus": "platform",
+      "classificationBasis": "按当前交付分类：模型路由基础设施与内容创作软件分开，不能因为均调用模型而合成同一业务。"
+    },
+    {
+      "id": "MR019",
+      "name": "Promptwise（promptwise.com）",
+      "url": "https://promptwise.com/",
+      "cat": "C08",
+      "year": 2025,
+      "location": "美国（平台资料）",
+      "business": "聚合图像、视频与音频模型，为创作者提供生成、UGC与流程画布软件。",
+      "buyer": "创作者、品牌及内容团队",
+      "price": "官网当前月费含积分，额外额度另计；官网现套餐与平台$9—349范围分开，不用于推实际收入",
+      "businessModel": "软件订阅",
+      "entityBasis": "官网和条款自述ZeroTen Media Inc；2025年12月为平台产品起步字段，主体注册与财务合并范围未核。",
+      "notes": "平台团队为11—25范围，精确人数留空；收入快照与期间表金额不同，保留差异，不混入MRR或据此推断虚报。",
+      "evidenceIds": [
+        "MR2-PROMPT-WEB",
+        "MR2-PROMPT-MD",
+        "MR2-PROMPT-HOME",
+        "MR2-PROMPT-TERMS",
+        "MR2-USD",
+        "MR2-METHOD"
+      ],
+      "technicalReview": {
+        "level": "description",
+        "reviewedAt": "2026-10-30",
+        "summary": "已读官网创意工作区及模型聚合说明；未独立运行或测试生成质量。",
+        "evidenceIds": [
+          "MR2-PROMPT-HOME",
+          "MR2-PROMPT-TERMS"
+        ]
+      },
+      "team": null,
+      "delivery": "平台有支付连接历史，法律主体、全账户收入和实际产品效果未独立验证。",
+      "cohort": "2025年创立（平台资料），产品/业务口径，非法律注册确认",
+      "teamBasis": "平台人数及经营者资料未转换为精确团队数",
+      "stage": "有平台支付数据，实际成本、留存和公司合并口径待核",
+      "sourceType": "支付平台连接指标、经营者可编辑资料及可读官网",
+      "revenueStatus": "platform",
+      "classificationBasis": "按当前交付分类：模型路由基础设施与内容创作软件分开，不能因为均调用模型而合成同一业务。"
     }
   ],
   "observations": [
@@ -33528,6 +33634,186 @@
       "reason": "公司发布自述，软件与定制部署/服务收入未拆；品牌/法律主体边界、币种和合同底表待核，不进入同期比较",
       "bound": ">",
       "comparisonGroup": null
+    },
+    {
+      "id": "MR2-O-LLM-MRR",
+      "company": "MR017",
+      "name": "LLM Gateway",
+      "kind": "平台历史MRR",
+      "value": 78764,
+      "unit": "USD",
+      "timing": "平台最后同步2026-09-07T02:22:35.854Z；连接过期",
+      "evidence": "MR2-LLM-MD",
+      "scope": "产品/业务，完整法律主体及账户范围未核",
+      "selection": "platform",
+      "reason": "按平台显示取整值保留；平台文档定义美元口径，MRR不等近30日收入或经审计ARR，原始合同及确认口径待核。",
+      "bound": "=",
+      "comparisonGroup": "trustmrr-usd-mrr",
+      "metric": "mrr",
+      "observedAt": "2026-09-07",
+      "provider": "Stripe",
+      "connectionExpired": true,
+      "origin": "payment-platform"
+    },
+    {
+      "id": "MR2-O-LLM-30D",
+      "company": "MR017",
+      "name": "LLM Gateway",
+      "kind": "平台历史近30日收入快照",
+      "value": 259539,
+      "unit": "USD",
+      "timing": "同一历史同步快照，非研究日前30天",
+      "evidence": "MR2-LLM-MD",
+      "scope": "产品/业务，完整法律主体及账户范围未核",
+      "selection": "platform",
+      "reason": "按平台显示取整值保留；平台文档定义美元口径，MRR不等近30日收入或经审计ARR，原始合同及确认口径待核。",
+      "bound": "=",
+      "comparisonGroup": "trustmrr-usd-revenue-30d",
+      "metric": "revenue-30d",
+      "observedAt": "2026-09-07",
+      "provider": "Stripe",
+      "connectionExpired": true,
+      "origin": "payment-platform"
+    },
+    {
+      "id": "MR2-O-GOMO-MRR-WEB",
+      "company": "MR018",
+      "name": "Gomotion AI（TrustMRR iker）",
+      "kind": "网页平台MRR",
+      "value": 67864,
+      "unit": "USD",
+      "timing": "网页最后同步2026-10-30 12:27 PM，时区未注明",
+      "evidence": "MR2-GOMO-WEB",
+      "scope": "产品/业务，完整法律主体及账户范围未核",
+      "selection": "platform",
+      "reason": "按平台显示取整值保留；平台文档定义美元口径，MRR不等近30日收入或经审计ARR，原始合同及确认口径待核。",
+      "bound": "=",
+      "comparisonGroup": "trustmrr-usd-mrr",
+      "metric": "mrr",
+      "observedAt": "2026-10-30",
+      "provider": "Stripe",
+      "connectionExpired": false,
+      "origin": "payment-platform"
+    },
+    {
+      "id": "MR2-O-GOMO-30D-WEB",
+      "company": "MR018",
+      "name": "Gomotion AI（TrustMRR iker）",
+      "kind": "网页近30日收入",
+      "value": 84341,
+      "unit": "USD",
+      "timing": "网页标题近30日；最后同步2026-10-30 12:27 PM，时区未注明",
+      "evidence": "MR2-GOMO-WEB",
+      "scope": "产品/业务，完整法律主体及账户范围未核",
+      "selection": "platform",
+      "reason": "按平台显示取整值保留；平台文档定义美元口径，MRR不等近30日收入或经审计ARR，原始合同及确认口径待核。",
+      "bound": "=",
+      "comparisonGroup": "trustmrr-usd-revenue-30d",
+      "metric": "revenue-30d",
+      "observedAt": "2026-10-30",
+      "provider": "Stripe",
+      "connectionExpired": false,
+      "origin": "payment-platform"
+    },
+    {
+      "id": "MR2-O-GOMO-MRR-MD",
+      "company": "MR018",
+      "name": "Gomotion AI（TrustMRR iker）",
+      "kind": "较早Markdown MRR",
+      "value": 67299,
+      "unit": "USD",
+      "timing": "Markdown同步2026-10-29T18:27:36.658Z",
+      "evidence": "MR2-GOMO-MD",
+      "scope": "产品/业务，完整法律主体及账户范围未核",
+      "selection": "crosscheck",
+      "reason": "不同时间缓存快照，另供核对，不与较晚网页重复计产品或拼接数值",
+      "bound": "=",
+      "comparisonGroup": null,
+      "metric": "mrr",
+      "observedAt": "2026-10-29",
+      "provider": "Stripe",
+      "connectionExpired": false,
+      "origin": "payment-platform"
+    },
+    {
+      "id": "MR2-O-GOMO-30D-MD",
+      "company": "MR018",
+      "name": "Gomotion AI（TrustMRR iker）",
+      "kind": "较早Markdown近30日快照",
+      "value": 83526,
+      "unit": "USD",
+      "timing": "Markdown同步2026-10-29T18:27:36.658Z",
+      "evidence": "MR2-GOMO-MD",
+      "scope": "产品/业务，完整法律主体及账户范围未核",
+      "selection": "crosscheck",
+      "reason": "较早缓存快照不与10月30日网页拼成同一时刻收入",
+      "bound": "=",
+      "comparisonGroup": null,
+      "metric": "revenue-30d",
+      "observedAt": "2026-10-29",
+      "provider": "Stripe",
+      "connectionExpired": false,
+      "origin": "payment-platform"
+    },
+    {
+      "id": "MR2-O-PROMPT-MRR",
+      "company": "MR019",
+      "name": "Promptwise（promptwise.com）",
+      "kind": "平台MRR",
+      "value": 65431,
+      "unit": "USD",
+      "timing": "Markdown同步2026-10-30T11:20:20.475Z；网页MRR相同",
+      "evidence": "MR2-PROMPT-MD",
+      "scope": "产品/业务，完整法律主体及账户范围未核",
+      "selection": "platform",
+      "reason": "按平台显示取整值保留；平台文档定义美元口径，MRR不等近30日收入或经审计ARR，原始合同及确认口径待核。",
+      "bound": "=",
+      "comparisonGroup": "trustmrr-usd-mrr",
+      "metric": "mrr",
+      "observedAt": "2026-10-30",
+      "provider": "Stripe",
+      "connectionExpired": false,
+      "origin": "payment-platform"
+    },
+    {
+      "id": "MR2-O-PROMPT-30D-SNAPSHOT",
+      "company": "MR019",
+      "name": "Promptwise（promptwise.com）",
+      "kind": "平台近30日收入快照",
+      "value": 94596,
+      "unit": "USD",
+      "timing": "Markdown快照字段与网页标题相同；同步2026-10-30T11:20:20.475Z",
+      "evidence": "MR2-PROMPT-MD",
+      "scope": "产品/业务，完整法律主体及账户范围未核",
+      "selection": "platform",
+      "reason": "按平台显示取整值保留；平台文档定义美元口径，MRR不等近30日收入或经审计ARR，原始合同及确认口径待核。",
+      "bound": "=",
+      "comparisonGroup": "trustmrr-usd-revenue-30d",
+      "metric": "revenue-30d",
+      "observedAt": "2026-10-30",
+      "provider": "Stripe",
+      "connectionExpired": false,
+      "origin": "payment-platform"
+    },
+    {
+      "id": "MR2-O-PROMPT-30D-TABLE",
+      "company": "MR019",
+      "name": "Promptwise（promptwise.com）",
+      "kind": "Markdown期间表近30日收入",
+      "value": 94095,
+      "unit": "USD",
+      "timing": "与快照同响应中的期间表，窗口对应关系待核",
+      "evidence": "MR2-PROMPT-MD",
+      "scope": "产品/业务，完整法律主体及账户范围未核",
+      "selection": "crosscheck",
+      "reason": "期间表与快照边界不同，不能取最大、相加或用近30日收入替代MRR",
+      "bound": "=",
+      "comparisonGroup": null,
+      "metric": "revenue-30d",
+      "observedAt": "2026-10-30",
+      "provider": "Stripe",
+      "connectionExpired": false,
+      "origin": "payment-platform"
     }
   ],
   "evidence": [
@@ -50899,6 +51185,160 @@
       "kind": "公司官网访问缺项",
       "summary": "官网直达超时，未取得当前正文。",
       "limitation": "不把访问失败当停业证明；YC Inactive状态单列，当前合同及经营状态未知。"
+    },
+    {
+      "id": "MR2-USD",
+      "companyId": null,
+      "title": "TrustMRR收入字段币种和单位",
+      "url": "https://trustmrr.com/docs/api/get-startup",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "平台方法文档",
+      "summary": "平台详情接口文档将MRR、近30日和累计收入定义为USD cents。公开展示美元金额按页面取整保留，不把API分单位再次当美元。",
+      "limitation": "本轮仅读文档，没有申请密钥或访问认证接口；平台归一币种不证明经营者原始合同币种、净收入或财务审计。"
+    },
+    {
+      "id": "MR2-METHOD",
+      "companyId": null,
+      "title": "TrustMRR当前同步与资料边界",
+      "url": "https://trustmrr.com/faq",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "平台方法说明",
+      "summary": "平台重建指标可与支付商后台公式有差异；经营者资料与支付指标分开，失效连接需要重连。",
+      "limitation": "不能由已连接或订阅数推出毛利、留存和主体独立性；本轮未取得逐笔支付、全部账户或完整MRR历史。"
+    },
+    {
+      "id": "MR2-ACCESS",
+      "companyId": null,
+      "title": "TrustMRR公开发现与缓存边界",
+      "url": "https://trustmrr.com/llms.txt",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "平台公开访问说明",
+      "summary": "官方列公开Markdown详情与固定缓存发现快照；完整筛选分页和深入历史需认证。",
+      "limitation": "不声称覆盖全平台；本轮定向三项，公开发现端点在网页工具读取失败，未改用认证或规避访问限制。"
+    },
+    {
+      "id": "MR2-LLM-WEB",
+      "companyId": "MR017",
+      "title": "LLM Gateway网页快照",
+      "url": "https://trustmrr.com/startup/llm-gateway",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "平台支付连接指标及经营者资料",
+      "summary": "平台列2025年5月起步、Stripe MRR 78,764及过期连接，最后同步2026-09-07。",
+      "limitation": "资料年份为经营者字段，非工商核验；页面现时访问不代表收入现时更新。"
+    },
+    {
+      "id": "MR2-LLM-MD",
+      "companyId": "MR017",
+      "title": "LLM Gateway公开Markdown财务快照",
+      "url": "https://trustmrr.com/startup/llm-gateway.md",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "平台支付连接指标及经营者资料",
+      "summary": "MRR 78,764、近30日快照259,539，财务最后同步2026-09-07T02:22:35.854Z，连接已过期；当前日期序列中的零值不当已验证零收入。",
+      "limitation": "历史快照、积分充值、订阅及供应商代收/转付未勾稽，不能直接当净收入、利润或当前ARR。"
+    },
+    {
+      "id": "MR2-GOMO-WEB",
+      "companyId": "MR018",
+      "title": "Gomotion AI网页快照",
+      "url": "https://trustmrr.com/startup/iker",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "平台支付连接指标及经营者资料",
+      "summary": "平台列2026年7月起步；页面MRR 67,864，标题近30日84,341，最后同步2026-10-30 12:27 PM，未注明时区。",
+      "limitation": "未取得独立官网与法律主体；不是同名其他视频/动画公司，资料和订阅数不证明技术效果或付费留存。"
+    },
+    {
+      "id": "MR2-GOMO-MD",
+      "companyId": "MR018",
+      "title": "Gomotion AI较早Markdown快照",
+      "url": "https://trustmrr.com/startup/iker.md",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "平台支付连接指标及经营者资料",
+      "summary": "该响应同步2026-10-29T18:27:36.658Z，MRR 67,299、近30日快照83,526；与较晚网页分别保留。",
+      "limitation": "公开Markdown为缓存，未与较晚网页同刻；不跨响应拼接数值，不把差异推断成虚报。"
+    },
+    {
+      "id": "MR2-PROMPT-WEB",
+      "companyId": "MR019",
+      "title": "Promptwise网页快照",
+      "url": "https://trustmrr.com/startup/promptwise",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "平台支付连接指标及经营者资料",
+      "summary": "平台列2025年12月起步；MRR 65,431、近30日快照94,596，Stripe同步2026-10-30。",
+      "limitation": "11—25团队、用户和定位为经营者可编辑资料；不转换为精确人数或独立核验成立。"
+    },
+    {
+      "id": "MR2-PROMPT-MD",
+      "companyId": "MR019",
+      "title": "Promptwise Markdown及同期口径差异",
+      "url": "https://trustmrr.com/startup/promptwise.md",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "平台支付连接指标及经营者资料",
+      "summary": "同步2026-10-30T11:20:20.475Z，MRR 65,431，近30日快照94,596；期间表近30日94,095，另列交叉核对。",
+      "limitation": "快照与期间表窗口定义未完全对应，不相加、取最大值或用其替代MRR；经营信息和利润率不当支付核验指标。"
+    },
+    {
+      "id": "MR2-LLM-HOME",
+      "companyId": "MR017",
+      "title": "LLM Gateway当前产品和部署",
+      "url": "https://llmgateway.io/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方资料",
+      "summary": "多模型API路由、密钥管理、监控与托管/自托管；另列DevPass和Lounge订阅产品。",
+      "limitation": "本轮未打开代码或运行网关；演示账单、吞吐和可靠性宣传不作实测或当前收入。"
+    },
+    {
+      "id": "MR2-LLM-TERMS",
+      "companyId": "MR017",
+      "title": "LLM Gateway运营者与积分计费",
+      "url": "https://llmgateway.io/legal/terms",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方条款",
+      "summary": "条款自述运营者Polar Lights LLC，路由第三方模型，允许积分/按用量及经常性收费，处理时发生供应商成本。",
+      "limitation": "注册时间和主体财务未独立核；条款不证明支付账户全覆盖，也不决定总额或净额确认。"
+    },
+    {
+      "id": "MR2-LLM-PRICE",
+      "companyId": "MR017",
+      "title": "LLM Gateway API报价与收入拆分",
+      "url": "https://llmgateway.io/pricing",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方定价",
+      "summary": "API页列按token及5%平台费、BYOK免费及企业询价；5%在表中写credit usage、FAQ写买积分，计费触发有歧义。",
+      "limitation": "不可把充值总额乘5%反推净收入，或把现时API单项价格解释成历史全部MRR；单项API无订阅与其他订阅产品并列。"
+    },
+    {
+      "id": "MR2-PROMPT-HOME",
+      "companyId": "MR019",
+      "title": "Promptwise创意软件及月费额度",
+      "url": "https://promptwise.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方资料",
+      "summary": "图像、视频、音频、UGC及流程画布软件；月费带积分与附加额度，当前套餐和平台旧价范围分开。",
+      "limitation": "生成结果、模型质量和标价未独立测试或勾稽实际合同；宣传社区人数不作付费人数。"
+    },
+    {
+      "id": "MR2-PROMPT-TERMS",
+      "companyId": "MR019",
+      "title": "Promptwise官方运营者与聚合模式",
+      "url": "https://promptwise.com/terms/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方条款",
+      "summary": "条款自述ZeroTen Media Inc运营，部分功能路由第三方模型，软件品牌与模型研发分开。",
+      "limitation": "条款生效/更新不是成立日，文尾仍有模板完善提示；未查工商或核全部签约主体，不据条款认定财务独立。"
     }
   ],
   "reviews": [
@@ -53265,6 +53705,75 @@
         "AGENT-HOME-YC31343"
       ],
       "handling": "100K以上ARR仅自述，未给日历截至日或币种，不纳入同期收入；六基金使用、250M—5B客户资产范围和客户效率不是公司ARR。保留原始目录来源，不新增第二家公司。"
+    },
+    {
+      "id": "MR2-R-MR017",
+      "type": "平台样本、经营模式与财务边界",
+      "company": "LLM Gateway",
+      "scope": "companies",
+      "companyIds": [
+        "MR017"
+      ],
+      "summary": "成立年份为平台经营者资料；MRR为9月历史快照且连接过期，充值、使用、供应商成本和订阅须拆分，不能当当前纯SaaS净收入。 官网条款自述Polar Lights LLC，精确注册和支付账户合并范围未核。",
+      "evidenceIds": [
+        "MR2-LLM-WEB",
+        "MR2-LLM-MD",
+        "MR2-LLM-HOME",
+        "MR2-LLM-TERMS",
+        "MR2-LLM-PRICE",
+        "MR2-USD",
+        "MR2-METHOD"
+      ],
+      "handling": "平台显示数字仅代表所连账户与时间快照；同名实体、法律起步、完整收入、利润及重复账户仍需核验。支付平台公式可不同，快照差异不单独证明造假；MRR年化仅参考。"
+    },
+    {
+      "id": "MR2-R-MR018",
+      "type": "平台样本、经营模式与财务边界",
+      "company": "Gomotion AI（TrustMRR iker）",
+      "scope": "companies",
+      "companyIds": [
+        "MR018"
+      ],
+      "summary": "平台2026年7月起步字段，非工商确认；网页与Markdown缓存有不同同步时点，较早数值另列。 本轮仅平台产品记录，无独立官网/注册主体证明；不与同名其他公司合并。",
+      "evidenceIds": [
+        "MR2-GOMO-WEB",
+        "MR2-GOMO-MD",
+        "MR2-USD",
+        "MR2-METHOD"
+      ],
+      "handling": "平台显示数字仅代表所连账户与时间快照；同名实体、法律起步、完整收入、利润及重复账户仍需核验。支付平台公式可不同，快照差异不单独证明造假；MRR年化仅参考。"
+    },
+    {
+      "id": "MR2-R-MR019",
+      "type": "平台样本、经营模式与财务边界",
+      "company": "Promptwise（promptwise.com）",
+      "scope": "companies",
+      "companyIds": [
+        "MR019"
+      ],
+      "summary": "平台团队为11—25范围，精确人数留空；收入快照与期间表金额不同，保留差异，不混入MRR或据此推断虚报。 官网和条款自述ZeroTen Media Inc；2025年12月为平台产品起步字段，主体注册与财务合并范围未核。",
+      "evidenceIds": [
+        "MR2-PROMPT-WEB",
+        "MR2-PROMPT-MD",
+        "MR2-PROMPT-HOME",
+        "MR2-PROMPT-TERMS",
+        "MR2-USD",
+        "MR2-METHOD"
+      ],
+      "handling": "平台显示数字仅代表所连账户与时间快照；同名实体、法律起步、完整收入、利润及重复账户仍需核验。支付平台公式可不同，快照差异不单独证明造假；MRR年化仅参考。"
+    },
+    {
+      "id": "MR2-R-METHOD",
+      "type": "平台字段、缓存和可比样本边界",
+      "company": "TrustMRR公开平台样本",
+      "scope": "dataset",
+      "summary": "文档补足USD字段及公开缓存/访问边界；本轮只定向3项，不是全平台或全部2025—2026公司。",
+      "evidenceIds": [
+        "MR2-USD",
+        "MR2-METHOD",
+        "MR2-ACCESS"
+      ],
+      "handling": "不注册账户、不读取认证历史。原始$资料与平台归一USD指标分开；7日与90日窗口按同步日期，近期过期快照可按日期保留但明确失效，不当当前连接或审计。"
     }
   ],
   "coverage": {
@@ -55601,6 +56110,72 @@
           "note": "机构Founded 2025与批次分开；官网读取限制、法律主体和财务口径见公司及核查记录。"
         }
       ]
+    },
+    {
+      "id": "MR-2026-targeted-expansion-1",
+      "sourceId": "S13",
+      "url": "https://trustmrr.com/startup/llm-gateway",
+      "accessedAt": "2026-10-30",
+      "scope": "从公开排行榜/详情线索定向3项，各自关联平台产品记录；不是全平台或两年完整名录，经营者年份与法律成立分开。",
+      "complete": false,
+      "records": [
+        {
+          "id": "MR2B-01",
+          "name": "LLM Gateway",
+          "url": "https://trustmrr.com/startup/llm-gateway",
+          "categoryId": "C02",
+          "kind": "product",
+          "profileStatus": "readable",
+          "status": "linked",
+          "companyId": "MR017",
+          "evidenceIds": [
+            "MR2-LLM-WEB",
+            "MR2-LLM-MD",
+            "MR2-LLM-HOME",
+            "MR2-LLM-TERMS",
+            "MR2-LLM-PRICE",
+            "MR2-USD",
+            "MR2-METHOD"
+          ],
+          "note": "成立年份为平台经营者资料；MRR为9月历史快照且连接过期，充值、使用、供应商成本和订阅须拆分，不能当当前纯SaaS净收入。"
+        },
+        {
+          "id": "MR2B-02",
+          "name": "Gomotion AI（TrustMRR iker）",
+          "url": "https://trustmrr.com/startup/iker",
+          "categoryId": "C08",
+          "kind": "product",
+          "profileStatus": "readable",
+          "status": "linked",
+          "companyId": "MR018",
+          "evidenceIds": [
+            "MR2-GOMO-WEB",
+            "MR2-GOMO-MD",
+            "MR2-USD",
+            "MR2-METHOD"
+          ],
+          "note": "平台2026年7月起步字段，非工商确认；网页与Markdown缓存有不同同步时点，较早数值另列。"
+        },
+        {
+          "id": "MR2B-03",
+          "name": "Promptwise（promptwise.com）",
+          "url": "https://trustmrr.com/startup/promptwise",
+          "categoryId": "C08",
+          "kind": "product",
+          "profileStatus": "readable",
+          "status": "linked",
+          "companyId": "MR019",
+          "evidenceIds": [
+            "MR2-PROMPT-WEB",
+            "MR2-PROMPT-MD",
+            "MR2-PROMPT-HOME",
+            "MR2-PROMPT-TERMS",
+            "MR2-USD",
+            "MR2-METHOD"
+          ],
+          "note": "平台团队为11—25范围，精确人数留空；收入快照与期间表金额不同，保留差异，不混入MRR或据此推断虚报。"
+        }
+      ]
     }
   ],
   "directoryRechecks": [

content/research/ai-companies.sources.json

@@ -1,5 +1,5 @@
 {
-  "version": "2026-10-30-37",
+  "version": "2026-10-30-38",
   "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。",
@@ -248,8 +248,8 @@
         "trustmrr.com"
       ],
       "initialAccess": "见具体证据访问记录",
-      "boundary": "已采集产品与支付快照；公开者自选，不是全部商户或独立财务审计。",
-      "nextCheck": "核同步日、连接失效、支付平台公式及产品/法人归属。",
+      "boundary": "已采集产品与支付快照；公开者自选，不是全部商户或独立财务审计。 另定向登记LLM Gateway、Gomotion AI（iker）及Promptwise，补官网、条款、公开Markdown与缓存差异；API文档明确USD分单位，未调用认证接口，不等全平台。",
+      "nextCheck": "核同步日、连接失效、支付平台公式及产品/法人归属。 补网关充值/供应商成本/订阅收入勾稽、Gomotion独立主体与官网、Promptwise期间表和快照窗口；保留过期连接及不同缓存时点，不用当前访问日刷新财务日期。",
       "limitation": "来源可读不等于声明已独立验证。"
     },
     {

content/research/ai-income-analysis.json

@@ -1,5 +1,5 @@
 {
-  "sourceVersion": "2026-10-30-agent-classification-1",
+  "sourceVersion": "2026-10-30-platform-expansion-1",
   "asOf": "2026-10-30",
   "metric": "platform-mrr-usd",
   "sampleUnit": "product-or-business",
@@ -21,7 +21,9 @@
         "MR011",
         "MR012",
         "MR015",
-        "MR016"
+        "MR016",
+        "MR018",
+        "MR019"
       ],
       "groups": [
         {
@@ -35,7 +37,7 @@
             "MR016"
           ],
           "n": 4,
-          "mean": 34815.0,
+          "mean": 34815,
           "median": 36723.0,
           "sampleDeviation": 16334.54845820151,
           "cv": 0.46918134304758036,
@@ -50,7 +52,7 @@
             "MR001"
           ],
           "n": 1,
-          "mean": 53101.0,
+          "mean": 53101,
           "median": 53101,
           "sampleDeviation": null,
           "cv": null,
@@ -65,7 +67,7 @@
             "MR002"
           ],
           "n": 1,
-          "mean": 62423.0,
+          "mean": 62423,
           "median": 62423,
           "sampleDeviation": null,
           "cv": null,
@@ -79,15 +81,17 @@
           "products": [
             "MR003",
             "MR004",
-            "MR005"
+            "MR005",
+            "MR018",
+            "MR019"
           ],
-          "n": 3,
-          "mean": 41693.0,
-          "median": 49069,
-          "sampleDeviation": 28111.375064197768,
-          "cv": 0.6742468775141575,
-          "meanWithoutLargest": 29849.0,
-          "largestRemovalDrop": 0.2840764636749574
+          "n": 5,
+          "mean": 51674.8,
+          "median": 65381,
+          "sampleDeviation": 24138.82269705795,
+          "cv": 0.4671294847209461,
+          "meanWithoutLargest": 47627.5,
+          "largestRemovalDrop": 0.07832250923080501
         },
         {
           "category": "C09",
@@ -105,7 +109,7 @@
           "median": 20483,
           "sampleDeviation": 11942.947278624319,
           "cv": 0.4711370488466823,
-          "meanWithoutLargest": 20046.0,
+          "meanWithoutLargest": 20046,
           "largestRemovalDrop": 0.20920581320120557
         }
       ]
@@ -127,9 +131,27 @@
         "MR012",
         "MR015",
         "MR016",
-        "AI016"
+        "AI016",
+        "MR017",
+        "MR018",
+        "MR019"
       ],
       "groups": [
+        {
+          "category": "C02",
+          "provider": "Stripe",
+          "model": "模型网关订阅与用量",
+          "products": [
+            "MR017"
+          ],
+          "n": 1,
+          "mean": 78764,
+          "median": 78764,
+          "sampleDeviation": null,
+          "cv": null,
+          "meanWithoutLargest": null,
+          "largestRemovalDrop": null
+        },
         {
           "category": "C06",
           "provider": "Stripe",
@@ -146,7 +168,7 @@
           "median": 40112,
           "sampleDeviation": 174786.78744916618,
           "cv": 1.5505509613536426,
-          "meanWithoutLargest": 34815.0,
+          "meanWithoutLargest": 34815,
           "largestRemovalDrop": 0.6911526751687284
         },
         {
@@ -157,7 +179,7 @@
             "MR001"
           ],
           "n": 1,
-          "mean": 53101.0,
+          "mean": 53101,
           "median": 53101,
           "sampleDeviation": null,
           "cv": null,
@@ -172,7 +194,7 @@
             "MR002"
           ],
           "n": 1,
-          "mean": 62423.0,
+          "mean": 62423,
           "median": 62423,
           "sampleDeviation": null,
           "cv": null,
@@ -186,15 +208,17 @@
           "products": [
             "MR003",
             "MR004",
-            "MR005"
+            "MR005",
+            "MR018",
+            "MR019"
           ],
-          "n": 3,
-          "mean": 41693.0,
-          "median": 49069,
-          "sampleDeviation": 28111.375064197768,
-          "cv": 0.6742468775141575,
-          "meanWithoutLargest": 29849.0,
-          "largestRemovalDrop": 0.2840764636749574
+          "n": 5,
+          "mean": 51674.8,
+          "median": 65381,
+          "sampleDeviation": 24138.82269705795,
+          "cv": 0.4671294847209461,
+          "meanWithoutLargest": 47627.5,
+          "largestRemovalDrop": 0.07832250923080501
         },
         {
           "category": "C09",
@@ -212,7 +236,7 @@
           "median": 20483,
           "sampleDeviation": 11942.947278624319,
           "cv": 0.4711370488466823,
-          "meanWithoutLargest": 20046.0,
+          "meanWithoutLargest": 20046,
           "largestRemovalDrop": 0.20920581320120557
         }
       ]

scripts/summarize-ai-income.py

@@ -89,23 +89,42 @@ def link(cid):
 
 def render():
     points, excluded = sample(7)
+    grouped = groups(points)
+    described = [(key, stats(values)) for key, values in sorted(grouped.items())]
+    sizes = [value['n'] for _, value in described]
+    eligible = [(key, value) for key, value in described if value['n'] >= 3]
+    interpretation = '各组均不足3个样本，暂不比较分组离散度或收入高低。'
+    if eligible:
+        highest_key, highest = max(eligible, key=lambda item: item[1]['mean'])
+        sensitive_key, sensitive = max(eligible, key=lambda item: item[1]['largestRemovalDrop'] or 0)
+        cvs = [value['cv'] for _, value in eligible if value['cv'] is not None]
+        cv_text = f"CV范围为{min(cvs):.3f}—{max(cvs):.3f}。" if cvs else '各组CV均不可计算。'
+        interpretation = (
+            f"在至少3个样本的组内，当前均值最高的是{CATEGORIES[highest_key[0]]} · {highest_key[2]}"
+            f"（{highest_key[1]}，{money(highest['mean'])}美元每月）。{cv_text}"
+            f"剔除最大值后均值下降最多的是{CATEGORIES[sensitive_key[0]]} · {sensitive_key[2]}"
+            f"（{sensitive_key[1]}，下降{sensitive['largestRemovalDrop'] or 0:.1%}）。"
+            '这些只是当前采集点的描述，不据微小CV差异宣称某领域更稳定。'
+        )
+    size_text = f"各组目前只有{min(sizes)}至{max(sizes)}个产品" if sizes else '当前没有可比较的产品'
     lines = [
         '# AI 公司收入样本分布快照', '',
-        f"截至 {DATA['asOf']}，7日窗口内有 {len(points)} 个产品的美元平台MRR可纳入分组描述。创意软件订阅组的样本均值较高、CV也较大；营销软件组与消费者个人应用组的CV接近。各组只有1至5个产品，尚不足以估计行业总体或造假概率。", '',
+        f"截至 {DATA['asOf']}，7日窗口内有 {len(points)} 个产品的美元平台MRR可纳入分组描述。按业务、支付平台和收费模式分别计算均值、中位数与离散度。{size_text}，尚不足以估计行业总体或造假概率。", '',
         f"这是已采集资料的固定快照。[动态工作台]({BASE})提供筛选与原始证据。窗口按最后同步日计算，不保证所有点同日，也不是{len(DATA['companies']):,}条公司/产品记录的收入普查。", '',
         '## 7日窗口的分组结果', '',
         'MRR单位为美元每月。CV为样本标准差除以均值；最大值剔除降幅表示移除最高收入产品后均值下降的比例。单个样本不计算离散度。', '',
         '| 业务及收费模式 | 平台 | 样本数 | 均值 | 中位数 | CV | 最大值剔除降幅 |',
         '| --- | --- | --- | --- | --- | --- | --- |',
     ]
-    for key, values in sorted(groups(points).items()):
+    for key, values in sorted(grouped.items()):
         cat, provider, model = key
         v = stats(values)
         cv = f"{v['cv']:.3f}" if v['cv'] is not None else '不计算'
         drop = f"{v['largestRemovalDrop']:.1%}" if v['largestRemovalDrop'] is not None else '不计算'
         lines.append(f"| {CATEGORIES[cat]} · {model} | {provider} | {v['n']} | {money(v['mean'])} | {money(v['median'])} | {cv} | {drop} |")
     lines += ['',
-        '在至少3个样本的组内，内容创意软件订阅的均值较高，但移除最大样本后的下降也最大。营销软件与个人应用的CV仅有微小差别，不据此宣称哪个领域更稳定。两个内容类单样本组虽有更高数值，不能作为典型收入或领域排名。', '',
+        interpretation, '',
+        '单个样本不计算离散度，也不能作为典型收入或领域排名；不同收费模式和支付平台的分组保留各自含义。', '',
         '均值和中位数接近只描述当前采集点，并不证明样本具有代表性。平台公开者、成立年、规模、获客渠道与收费方式均可能影响结果。', '',
         '## 样本与证据入口', '',
         '点击产品名称可打开公司明细，再查看平台记录及其限制。连接已过期的近期快照仍按所标日期保留，并不表示连接当前有效。', '',