Review first enterprise-tag cohort and separate client metrics

apps/docs/scripts/auth-cli.ts

@@ -184,8 +184,8 @@ async function main() {
   const research = await researchResponse.json();
   assert.equal(research.companies.length, 1051);
   assert.equal(research.categories.length, 11);
-  assert.equal(research.evidence.length, 1973);
-  assert.equal(research.observations.length, 247);
+  assert.equal(research.evidence.length, 2021);
+  assert.equal(research.observations.length, 252);
   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

@@ -24,8 +24,8 @@ test("research revisions share the authentication database and preserve replay l
     assert.equal(consumeCode(config, "invalid"), "limited");
     const initial = readResearchSnapshot();
     assert.equal(initial.companies.length, 1051);
-    assert.equal(initial.evidence.length, 1973);
-    assert.equal(initial.observations.length, 247);
+    assert.equal(initial.evidence.length, 2021);
+    assert.equal(initial.observations.length, 252);
     assert.deepEqual(initial.candidateBatches, seed.candidateBatches, "candidate gaps persist in the same database metadata");
     assert.deepEqual(initial.directoryRechecks, seed.directoryRechecks, "follow-up classifications persist without rewriting the discovery audit");
     assert.deepEqual(readResearchSnapshot(), initial, "reopening does not duplicate records");
@@ -64,7 +64,7 @@ test("research validation rejects broken evidence and unsafe source links", () =
 
 test("reviews link explicit companies without turning global or excluded cases into companies", () => {
   const snapshot = structuredClone(seed) as ResearchSnapshot;
-  assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 120);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 123);
   assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 12);
   assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 44);
   const review = snapshot.reviews.find((r) => r.id === "R4")!;
@@ -101,8 +101,8 @@ 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, 61);
-  assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 10);
+  assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 63);
+  assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 11);
   assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "independent-test").length, 1);
   assert.equal(snapshot.companies.find((c) => c.id === "AI051")?.revenueStatus, "unknown");
   assert.match(snapshot.companies.find((c) => c.id === "AI051")!.technicalReview!.testScope!, /Sep 2026/);

content/research/ai-companies.sources.json

@@ -1,5 +1,5 @@
 {
-  "version": "2026-10-31-4",
+  "version": "2026-10-31-enterprise-4",
   "scopeConfirmedAt": "2026-10-30",
   "acceptance": "以确认的公开来源清单为边界，逐条核对并标明缺项。",
   "provenance": "S01—S12恢复自已提交用户的《AI公司研究_来源与分类模板》来源清单；S13—S16单列后续已使用的补充证据渠道，不将使用次数当作全量覆盖。",
@@ -15,7 +15,7 @@
       ],
       "initialAccess": "官网目录可访问",
       "boundary": "已读取八个2025—2026批次镜像候选池1428条，再核YC官方页面；不声称覆盖全部YC历年或未公开公司。",
-      "nextCheck": "原新增目录33条深化个案并保留来源；基础项480条主营人工复核。原C05规则初分89项现均有主营及相关发布节选复核，短简介与混合交付仍待核，不等完整商业验证；继续原C07的184项规则初分及其他非人工资料。Tasklet条款Shortwave运营、2025新产品与2022旧业务链使当前year=null，原发现保留，5M ARR仅交叉核对。算力/数据、Agent设施、专业服务与人工托管分开；客户项目/应收/节省、前公司业绩和融资均不作公司ARR。",
+      "nextCheck": "原新增目录35条深化并保留发现来源；本快照基础项504条主营人工复核。原C05主营规则池89项已读：27保留、62迁移；另C05目录标签池52项中前26项已读：8保留、18迁移（行业8、开发4、模型3、Agent设施2、个人1），还余26。现Kestral项目协调、Playgent金融RL与旧沙盒/药房、Sennu泛化主营及旧销售/QA、Epicenter旧MIT/现AGPL和Cloud明文范围分别记录；Specific供应商私有基准不当独立评测。Bubble Lab月费加支付分成与客户会费/覆盖人数分开，Soren工程人工、Photonium专家及Automax持牌审核均属成本。客户资产、节省、示例财报不归收入。当前分支不含PR #34行业252、#35模型26、#36开发51项；整合保留各方追加记录与版本计数。全部公开来源、其他基础项及主体财务技术仍待核。",
       "limitation": "批次不等于成立年；不代表全部公司"
     },
     {

content/research/ai-income-analysis.json

@@ -1,5 +1,5 @@
 {
-  "sourceVersion": "2026-10-31-enterprise-3",
+  "sourceVersion": "2026-10-31-enterprise-4",
   "asOf": "2026-10-31",
   "metric": "platform-mrr-usd",
   "sampleUnit": "product-or-business",