Complete remaining tag review and distinguish intent from revenue

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, 1898);
-  assert.equal(research.observations.length, 243);
+  assert.equal(research.evidence.length, 1943);
+  assert.equal(research.observations.length, 253);
   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, 1898);
-    assert.equal(initial.observations.length, 243);
+    assert.equal(initial.evidence.length, 1943);
+    assert.equal(initial.observations.length, 253);
     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, 119);
+  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")!;
@@ -86,10 +86,10 @@ test("disclosure counts exclude client income, biographies, targets and duplicat
   const snapshot = seed as ResearchSnapshot;
   const summary = categorySummary(snapshot);
   assert.equal(summary.reduce((n, c) => n + c.count, 0), 1051);
-  assert.equal(summary.reduce((n, c) => n + c.self, 0), 44);
+  assert.equal(summary.reduce((n, c) => n + c.self, 0), 45);
   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), 986);
+  assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 985);
   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"));
@@ -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-other-tags-1",
+  "version": "2026-10-31-other-tags-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。",
@@ -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": "本快照原目录34条深化个案、基础项407条主营人工复核。原C10/C08/C09/C06标签池34项中首17项已读，10保留、7移类，仍余17；neoncoral无主营暂C00，Alkali钢估算、stratify客户研究、Digipals个人社交、OpenVector现场软件、StableBrowse现物理数据及Bizzy现按节省分成的账单协商分别记录。Mixy旧20k MRR与200k捐赠、2024原型/2025成立自述、条款LLC/商店Inc分开，当前收入与主体待核；历史MRR不进入平台同期图。TRLC只读套件目录/README与根许可，Koyal只读作者论文摘要非独立评测。其他标签池成果在独立PR #33企业141、#34行业252、#35模型26、#36开发51项，本分支未包含，整合保留各方追加和版本计数。全部公开来源、其他基础项、主体财务与技术缺项继续核，不把主营复核当完整商业审计。",
+      "nextCheck": "本快照原目录37条深化个案、基础项421条主营人工复核。原C10/C08/C09/C06标签池34项已逐条读取：16保留18移类，但短简介/混合交付仍待核。前批Mixy历史MRR/捐赠及LLC/Inc主体、TRLC公开套件/Koyal作者摘要保留；后批Evident/Hebbian/Preload模型数据、Moving Atoms当前BIM、Ploid人员API、Veeza专家一次性服务与Yam消费游戏分别归类。Isengard10M自述收入无期间，350M管线及前公司60M排除；IMPACT180M USD LOI和Silica6万需求不当ARR/已交付。Moonshot订阅与项链预约、云暂存与账号备份分开。HFlow公开示例的教师标签/开发pilot/短试验不当独立真实质量。独立PR #33企业141、#34行业252、#35模型26、#36开发51项未入本分支，整合保留各方追加与版本计数；完整来源清单、其他基础项、主体财务技术缺项继续核。",
       "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-other-tags-1",
+  "sourceVersion": "2026-10-31-other-tags-2",
   "asOf": "2026-10-31",
   "metric": "platform-mrr-usd",
   "sampleUnit": "product-or-business",