Case StudyOctober 04, 2025

Instagram DM & Comments Automation

Brands needed faster, on-brand Instagram conversations. We delivered an AI agent that replies in comments, moves to DM, and converts interest into sales, compliantly and at scale.

62% MORE REPLIES FROM COMMENTS
SOCIAL COMMERCE SOLUTION
Workflow diagram
The Challenge
01

Challenge

High comment and DM volume led to slow replies, inconsistent tone, and missed sales windows, especially nights and weekends. FAQs (pricing, sizes, delivery, order status) drained team time and reduced conversion.

The Solution
02

Solution

AI detects buyer intent in comments and Story replies, then opens or continues DMs with brand-tuned responses. Handles FAQs, shares links/coupons, captures leads with consent, and escalates edge cases to a human. Built with n8n + Meta Graph API, including rate-limit guards, sentiment/intent routing, and safety fallbacks.

Why It Works
03

Why it Works

Brand-tuned generation
Intent & sentiment routing
One-tap human handoff
Auto follow-up & reminders
CRM/Sheet logging & UTM tracking
04

Operators see live threads, confidence scores, and templates. Marketing can pause/approve flows per campaign and track conversions from comment → DM → checkout.

The Impact
05

Impact

Noticeably more replies initiated from comments: faster and more consistent

More qualified leads captured through automated DM conversations

Faster resolution time for common questions and inquiries

24/7 coverage with consistent brand voice

Lower support load; team focuses on high-value cases

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