叫 Manus 找水電空調行銷名單：35 分鐘只回 3 條
案例摘要
作者給 Manus 一份研究簡報：找數州的 HVAC、屋頂、水管公司（含熱泵專家），要符合營收與行銷花費門檻；Manus 自主查商會名錄與行業刊物，挖營收、行銷花費、決策者聯繫方式。35 分鐘只回 3 條名單、燒掉近九成免費額度；登入牆擋掉不少資料，需人工覆核。
實際結果
35 分鐘、3 條名單、額度燒九成；CP 值待議。
台灣／大陸場景對照
🇹🇼 台灣
台灣商用名單開發：結論是現階段 agent 找 B2B 名單又貴又少，人工＋公開資料庫更快；適合當限制案例。
🇨🇳 大陸
大陸 1688／企查查名單同理：agent 目前不敵人工＋垂直資料庫；等登入態與反爬突破再說。
英文原文
Find target businesses with Manus
The author gave Manus a research brief: find HVAC, roofing and plumbing companies across several states, including heat pump specialists, that fit set revenue and lead-generation spend requirements. Manus worked on its own, drawing on chamber of commerce directories and industry publications. It pulled revenue figures, marketing spend and decision-maker contact details.
After a 35-minute run it returned only three leads and used nearly 90% of the free credits. Login walls on some sites blocked data, so the findings needed human checking.
來源
https://agentusecases.ai/use-case/find-target-businesses-with-manus
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