Meituan & Dianping Negative Review Auto-Reply Agent: 10-Minute Pacification + Invitation Follow-Up for 8,000 RMB Monthly

💰 Revenue

1. Local F&B/Beauty Merchants (Primary Revenue): Subscription fee charged per store per month, 300-500 RMB/month × 20-30 stores = 6,000-15,000 RMB/month, consistent with the case study target of around 8,000 RMB monthly and scalable to 12,000-15,000 RMB. The proportion of subscription revenue in the total pie is undisclosed (case source, independently unverified); 2. New Client Review Diagnosis (Per-Project Service Fee): Charging 2,000-3,000 RMB per order for first-time cooperating merchants (increasing to 5,000-8,000 RMB/order after establishing cases), taking 5-8 new clients per month = 10,000-24,000 RMB/month. The proportion of this business in total revenue is unspecified (case data, unverified by third parties); 3. Hosting & Maintenance Monthly Fee: Charging cooperating merchants a monthly maintenance fee of 1,000 RMB × 10-15 stores = 10,000-15,000 RMB/month, with the proportion of maintenance revenue in total income also unstated (case metrics, no independent verification records); 4. Opportunity Item - Performance-Based Commission: Commission taken based on store rating/turnover increment. The case study store's turnover rose from less than 2,000 RMB per day to 12,000 RMB, but the commission rate was not publicly disclosed. Earnings from this channel are based solely on case claims, lack independent verification, and their share of total revenue is unmentioned.

💸 Cost

Server costs are about 50 to 100 RMB per month, and LLM API call costs are about 200 to 300 RMB per month. The marginal cost per store is very low, with each new store adding only a small amount of API calls.

⏱ Time Investment

30 to 60 minutes of human effort per day spent on spot-checking and exception handling. If serving more stores simultaneously, daily time input may increase to 1 to 2 hours, with the rest of the time handled automatically by the agent.

🔑 Keys to Success

• ✅ Review replies must sound human and avoid robotic cookie-cutter templates, otherwise platforms will downgrade merchant search rankings
• ✅ Invitation follow-up scripts must be soft-toned to avoid customer complaints about harassment
• ✅ Single-store service costs must be low enough to support a scale of 20 to 30 stores
• ✅ The 10-minute response commitment must be maintained, as this is the core selling point merchants are willing to pay for

⚠️ 风险

• ⚠️ Meituan and Dianping have risk controls for automated operations; frequently operating from the same IP or device may trigger captchas or account bans
• ⚠️ Some negative reviews involve food safety or serious customer disputes, and automated agent replies may escalate conflicts, requiring human intervention
• ⚠️ Merchants may stop renewing subscriptions if reply results are unsatisfactory, requiring continuous optimization of reply templates and scripts