Ayush Lahoti
Back to Automations
CXSentiment Analysis

Customer Support Review AI

Monitors, categorizes, and drafts personalized responses for incoming customer reviews across platforms.

Impact Summary

Unmanaged Reviews

Customer reviews pile up across platforms—G2, Capterra, app stores—without timely responses, damaging brand perception.

Monitors review platforms in real-time, categorizes sentiment, and drafts contextual, on-brand responses for human approval.

Instant

Response TAT

All platforms

Coverage

How the workflow runs end to end

From raw data to booked meetings in 4 autonomous steps

1

Review Monitoring

Scrapes G2, Capterra, app stores, and social platforms for new reviews.

2

Sentiment Analysis

Classifies reviews by sentiment and urgency.

3

Response Drafting

AI drafts personalized, on-brand responses tailored to each review.

4

Approval & Posting

Routes drafts for approval and publishes responses.

Before vs After

MANUAL

The Old Way

  • Missed customer reviews
  • Days-late responses
  • Generic copy-paste replies
  • No sentiment tracking
AUTOMATED

The Automated Way

  • Instant response TAT
  • Personalized replies
  • Full platform coverage
  • Sentiment dashboards

Under the
hood

Built with modern, scalable low-code tools and enterprise-grade APIs to ensure reliability and speed.

ApifyOpenAI GPT-4Slack APIAirtable
Data Sources
n8n CoreEnrichment Loop
CRM / Outreach