Micro-Annotation

Review Categorization

Turn thousands of unstructured reviews into organized, actionable insights. Our evaluators tag reviews by topic, sentiment, feature mentioned, and actionability — so your product and CX teams know exactly what customers care about.

SOC 2 Compliant 24-48hr Turnaround API Access

24-48 hours

Standard delivery

Multi-rater

Consensus scoring

REST API

Webhooks included

Real-time

Live dashboard

Use Cases

What you can do with Review Categorization

  • Product feedback analysis
  • Feature request extraction
  • Negative review triage
  • Review response prioritization

Built For

Teams that use this service

Product teams
CX teams
E-commerce managers
Review management platforms

How It Works

Three steps to verified results

1

Upload your data

Submit your dataset through our dashboard or API. The Review Categorization template auto-configures everything.

2

Expert evaluation

Trained evaluators process each item using the service rubric. Multi-rater consensus ensures accuracy.

3

Export results

Download via dashboard, CSV, or receive through API webhooks. Full audit trail and confidence scores included.

Trusted by data teams worldwide

Quality-controlled results for every project

98%

Accuracy

24hr

Avg. turnaround

24

Services

Start using Review Categorization today

Create a free account, upload your data, and get quality-verified results. No contracts, no minimums.