diff --git a/bridge/src/agent.js b/bridge/src/agent.js
index 7435b1d..582f56d 100644
--- a/bridge/src/agent.js
+++ b/bridge/src/agent.js
@@ -15,7 +15,7 @@ const { quickClassify, detectEmotion, INTENTS } = require('./intent');
 const { createContextManager } = require('./context');
 const { createReranker } = require('./reranker');
 const { detectInjection, markToolResult, INJECTION_CAUTION_PROMPT } = require('./security');
-const { hasBuyingIntent, missingLeadContacts, detectLanguage, appendLeadFollowup, alreadyAsksForLead } = require('./lead-intent');
+const { hasBuyingIntent, looksLikeLead, missingLeadContacts, detectLanguage, appendLeadFollowup, alreadyAsksForLead } = require('./lead-intent');
 const { createLlmCache } = require('./llm-cache');
 const { checkCitation } = require('./citation-checker');
 const { createFlywheelWriter } = require('./flywheel');
@@ -142,10 +142,14 @@ function createAgent(cfg, deps = {}) {
     }
     const preSlots = (leadState && leadState.slots) || {};
     const buyingIntent = hasBuyingIntent(currentText);
+    const leadSignal = looksLikeLead(currentText);
     const preMissing = missingLeadContacts(preSlots, ctx.email);
     if (buyingIntent && preMissing.length) {
       systemContent += `\n\nLEAD COMPLETION (hard rule): the customer shows buying intent but we still miss ${preMissing.join(', ')}. At the END of your reply, ask naturally for the missing piece(s) in the customer's language. Do not end without asking.`;
     }
+    if (leadSignal) {
+      systemContent += '\n\nLEAD CAPTURE (hard rule): the customer message already contains lead details (company and/or contact and/or product need). You MUST call collect_info with those exact values BEFORE writing the reply; do not ask again for details the customer already gave. After collect_info returns ready=true, call create_opportunity with the same values.';
+    }
     messages.unshift({ role: 'system', content: systemContent });
     if (injection.level === 'high') {
       console.log(JSON.stringify({ ts: new Date().toISOString(), agent: 'injection_detected', conversation: conv.uuid, matches: injection.matches.length }));
@@ -310,7 +314,7 @@ function createAgent(cfg, deps = {}) {
       console.error(JSON.stringify({ ts: new Date().toISOString(), warn: `link backfill failed: ${err.message}` }));
     }
     // collect_info 兜底：消息含明显 lead 信息但 LLM 没调 collect_info 时，补抽槽位
-    if (buyingIntent && leadStore && !(stats.toolCalls || []).some((t) => t.name === 'collect_info')) {
+    if ((buyingIntent || leadSignal) && leadStore && !(stats.toolCalls || []).some((t) => t.name === 'collect_info')) {
       try {
         const latest = await leadStore.get(conv.uuid);
         if (!latest || !latest.opportunityId) {
diff --git a/bridge/src/lead-intent.js b/bridge/src/lead-intent.js
index 126e546..a39932f 100644
--- a/bridge/src/lead-intent.js
+++ b/bridge/src/lead-intent.js
@@ -14,11 +14,21 @@ const ASK = {
   en: '\n\nBy the way, could you share your company name and a contact email? That way we can set up your wholesale account and follow up on your request.',
 };
 
+// 公司/联系人信号：客户主动报公司名（含法律后缀）、邮箱、电话、联系人等。
+// 命中它但数量单位不规整（如 "500 stainless steel rings"）时，也要触发 lead 抽取兜底，
+// 否则 LLM 漏调 collect_info 时槽位会为空，商机就建不出来。
+const LEAD_SIGNAL_RE = /(@|\+?\d[\d\s().-]{6,}\d|gmbh|b\.?\s?v\.?\b|ltd\b|llc\b|inc\b|sarl|srl\b|limited\b|company|corporation|we are|we're|our company|contact\s*(?:name|person)?\s*[:：]|\u516c\u53f8|\u8054\u7cfb\u4eba|\u91c7\u8d2d|wholesale|bulk)/i;
+
 function hasBuyingIntent(text) {
   const value = String(text || '');
   return PRODUCT_RE.test(value) && QUANTITY_RE.test(value);
 }
 
+function looksLikeLead(text) {
+  const value = String(text || '');
+  return PRODUCT_RE.test(value) && LEAD_SIGNAL_RE.test(value);
+}
+
 function missingLeadContacts(slots = {}, knownEmail = '') {
   const missing = [];
   if (!slots.company) missing.push('company');
@@ -51,4 +61,4 @@ function appendLeadFollowup(reply, lang) {
   return text + buildLeadFollowup(lang);
 }
 
-module.exports = { hasBuyingIntent, missingLeadContacts, detectLanguage, buildLeadFollowup, alreadyAsksForLead, appendLeadFollowup };
+module.exports = { hasBuyingIntent, looksLikeLead, LEAD_SIGNAL_RE, missingLeadContacts, detectLanguage, buildLeadFollowup, alreadyAsksForLead, appendLeadFollowup };
diff --git a/bridge/test/agent-lead.test.js b/bridge/test/agent-lead.test.js
index d4e0d52..e12b6c7 100644
--- a/bridge/test/agent-lead.test.js
+++ b/bridge/test/agent-lead.test.js
@@ -321,3 +321,39 @@ test('agent: does not auto-create when the LLM already created the opportunity',
   await agent.run(conv, { uuid: 'msg-once', text_content: 'We are Acme GmbH, contact John Doe, we want 500 pieces.', content: '...' });
   assert.equal(twenty.calls.filter((c) => c[0] === 'createOpportunity').length, 1);
 });
+
+test('agent: extracts lead fields when the LLM skips collect_info (company mentioned, unit-less quantity)', async () => {
+  const twenty = leadTwenty();
+  const tools = leadTools(twenty);
+  let sent = '';
+  let llmCalls = 0;
+  const deps = {
+    llm: {
+      enabled: true,
+      model: 'fake',
+      chat: async () => {
+        llmCalls += 1;
+        if (llmCalls === 1) {
+          return { content: 'Could you share your contact details so we can follow up?', toolCalls: [], usage: null };
+        }
+        // extractLeadFields 的调用：返回 JSON
+        return { content: JSON.stringify({ company: 'Leadfix GmbH', contactName: 'Anna Klein', productNeed: '500 stainless steel rings', quantity: '500' }), toolCalls: [], usage: null };
+      },
+    },
+    client: {
+      getMessages: async () => [{ id: 1, text_content: 'We are Leadfix GmbH, contact Anna Klein. We need 500 stainless steel rings.', sender_type: 'contact', private: false }],
+      sendMessage: async (_uuid, content) => { sent = content; },
+      sendPrivateNote: async () => {},
+    },
+    tools,
+    verification: { getVerifiedEmail: async () => null, sendCode: async () => ({}), verifyCode: async () => ({}) },
+    metrics: { record: async () => {}, enabled: false },
+    contextManager: { compressHistory: async (_c, h) => h },
+  };
+  const conv = { uuid: 'conv-lead-extract', inbox_id: '1', channel: 'livechat', contact: { type: 'visitor' } };
+  const agent = createAgent({ sites: [], defaultSite: 'www' }, deps);
+  await agent.run(conv, { uuid: 'msg-lead-extract', text_content: 'We are Leadfix GmbH, contact Anna Klein. We need 500 stainless steel rings.', content: '...' });
+  assert.equal(llmCalls >= 2, true);
+  assert.equal(twenty.calls.filter((c) => c[0] === 'createOpportunity').length, 1);
+  assert.ok(twenty.calls.some((c) => c[0] === 'createCompany' && c[1] === 'Leadfix GmbH'));
+});
diff --git a/bridge/test/lead-intent.test.js b/bridge/test/lead-intent.test.js
index c1ad0e8..06d2e6b 100644
--- a/bridge/test/lead-intent.test.js
+++ b/bridge/test/lead-intent.test.js
@@ -2,7 +2,7 @@
 
 const test = require('node:test');
 const assert = require('node:assert/strict');
-const { hasBuyingIntent, missingLeadContacts, detectLanguage, appendLeadFollowup, alreadyAsksForLead } = require('../src/lead-intent');
+const { hasBuyingIntent, looksLikeLead, missingLeadContacts, detectLanguage, appendLeadFollowup, alreadyAsksForLead } = require('../src/lead-intent');
 
 test('lead-intent: product + quantity is buying intent', () => {
   assert.equal(hasBuyingIntent('I want 500 pieces of stainless steel rings'), true);
@@ -26,3 +26,11 @@ test('lead-intent: detects existing ask in reply', () => {
   assert.equal(alreadyAsksForLead('Could you share your company name and email?'), true);
   assert.equal(alreadyAsksForLead('Here are some rings.'), false);
 });
+
+test('lead-intent: company/contact signal counts as a lead even without unit-quantity', () => {
+  // 单位不规整（500 stainless steel rings）时 hasBuyingIntent 为 false，但已是明确线索
+  assert.equal(hasBuyingIntent('We are Acme GmbH, contact Anna Klein. We need 500 stainless steel rings.'), false);
+  assert.equal(looksLikeLead('We are Acme GmbH, contact Anna Klein. We need 500 stainless steel rings.'), true);
+  assert.equal(looksLikeLead('Our company is Test Buyer BV, contact name Jan Jansen.'), false); // 没有商品词
+  assert.equal(looksLikeLead('Do you have rings?'), false); // 没有公司/联系人信号
+});