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Insight Miner | AI-Powered Feedback Analysis | Alterna CX
Insight Miner

Turn Raw Feedback into Clear Actions with Gen AI

Insight Miner automatically reads every customer comment, groups them into meaningful patterns, and delivers prioritized recommendations your team can act on immediately. No manual tagging. No analyst hours wasted.

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Insight Miner AI-powered analysis
AI Generated Summarization for 38 responses:
1. "Usage Limits and Subscription Issues"
Generated from 19 reviews

Many users report frustration with plan limits. Pro subscribers hit daily and weekly caps much faster than expected, disrupting their workflows.

Generation Date: 26-03-2026 10:09
2. "Service Limitations and Customer Dissatisfaction"
Generated from 8 reviews

Users dissatisfied with recent service changes, citing rapid session depletion and inadequate support. Many feel the service has become unaffordable.

Generation Date: 26-03-2026 10:09
3. "Positive Product Experience and Satisfaction"
Generated from 11 reviews

A segment of users share positive experiences, praising product quality and ease of use. Satisfaction is highest among first-time buyers.

Generation Date: 26-03-2026 10:09
AI Generated Segments for 38 responses:
1. "Frustrated Pro Users"
Generated from 17 reviews

Users frustrated with restrictive usage limits and poor support, leading to dissatisfaction and subscription cancellations.

Possible Actions: Increase usage limits, provide clear communication about limit policies.
Generation Date: 26-03-2026 10:09
2. "Dissatisfied Service Users"
Generated from 10 reviews

Users frustrated with service quality; support channels feel inadequate and response times are unacceptable.

Possible Actions: Improve support responsiveness and provide clearer escalation paths.
Generation Date: 26-03-2026 10:09
3. "Satisfied Buyers and Gift Givers"
Generated from 11 reviews

Happy customers praising product quality, often purchasing as gifts. High loyalty potential and strong NPS contributors.

Possible Actions: Nurture this segment with loyalty offers and referral incentives.
Generation Date: 26-03-2026 10:09
AI Generated Action Recommendations for 38 responses:
1. "Customers are dissatisfied with usage restrictions..."
Root Cause: Restrictive usage limits imposed without adequate communication or support.
Action Recommendations: Revise usage limits to align with customer needs. Improve communication and support channels.
Generation Date: 26-03-2026 10:10
2. "Service quality gaps are driving churn..."
Root Cause: Lack of responsive human support and unclear refund policies eroding trust.
Action Recommendations: Introduce live chat support. Publish clearer policy documentation.
Generation Date: 26-03-2026 10:10
3. "Positive segment can be leveraged for growth..."
Root Cause: Strong product perception among satisfied users is underutilized for referrals.
Action Recommendations: Launch a referral program. Encourage positive reviews on Amazon and Google.
Generation Date: 26-03-2026 10:10

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How It Works

Three Capabilities, One Unified View

Insight Miner processes your feedback in seconds and delivers three layers of intelligence, automatically, from a single click.

📝

Summarization

Groups hundreds of responses into concise, theme-based summaries so your team understands what customers are saying in minutes, not days.

  • Auto-clusters feedback by recurring theme
  • Each summary links back to the source reviews
  • Refreshes as new feedback arrives
  • Works across all connected channels
🔍

Segmentation

Identifies distinct customer segments within your feedback and surfaces the specific issues each group faces, so you can act on the right audience.

  • Discovers natural customer groups within feedback
  • Attaches possible actions to each segment
  • Links segments to individual reviews for full context
  • Helps prioritize by segment size and impact
⚡

Action Recommendation

For every root cause identified, generates specific, ranked action recommendations your team can execute immediately.

  • Root cause identified alongside each recommendation
  • Actions ranked by expected NPS impact
  • Push directly to Jira, Slack, or your CRM
  • Closes the loop from feedback to execution

See Insight Miner Working on Your Feedback

Join category-leading companies and start turning raw feedback into prioritized actions with Alterna's AI technology.

Surface Root Causes Instantly

Insight Miner groups hundreds of customer comments into themes and pinpoints the root cause behind each one, so you skip the manual analysis entirely.

Identify Areas for Improvement

Discover the specific areas where your company struggles and uncover opportunities for growth.

Get Prioritized Actions, Not Just Data

Every analysis session ends with ranked action recommendations your team can execute immediately, directly tied to the feedback that generated them.

See Insight Miner In Action

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