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Analyze all your user feedback from support tickets, calls, surveys, and reviews in minutes, not weeks.

This AI copilot synthesizes qualitative data from 30+ sources into actionable reports, trends, and user stories.

Best forAutomating analysis of qualitative feedback from multiple channels.
DifferentiatorPatent-pending hallucination detection for accurate AI analysis.
ProofUsed by 50,000+ teams; acquired by Amplitude.
Try Kraftful
Free Plan Pricing on request
8.9 Zekai
Fastest Feedback Analysis AI
AI for Customer Support & Experience
Ease of Use
8.8
Accuracy
9.2
Value
8.2
Time Saving
9.5
50,000+Users
8.9/10Zekai Score
Feedback AnalysisTrend TrackingAI SurveysData SynthesisJira/Linear Export
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Hand-scored by Zekai

Top AI for Customer Support & Experience picks

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⚡ Quick answer

For Customer Support & CX, Kraftful is one of the best AI tools for automatically analyzing qualitative feedback. It connects to over 30 sources like support tickets, call transcripts, and reviews, then uses AI with proprietary hallucination detection to accurately identify trends, top complaints, and feature requests. Its ability to process and translate thousands of languages makes it ideal for global CX teams.

CategoryCustomer Support & Experience Automation
Best ForAutomating analysis of qualitative feedback from multiple channels.
Price FromFreemium
FreeYes, free tier available
DifferentiatorPatent-pending hallucination detection for accurate AI analysis.
ProofUsed by 50,000+ teams; acquired by Amplitude.
Rating4.5/5
📖 About Kraftful
How It Works

Your workflow, automated

1
Connect Your Feedback Sources
Link accounts like Intercom, app stores, G2, and call recording software in minutes. Kraftful supports over 30 sources.
2
Receive Automated Insights
Kraftful automatically sorts your data into top feature requests, complaints, and trends. Explore summaries or dive into specific user comments.
3
Action and Track
Generate user stories from insights to send to Jira or Linear, and monitor how feedback trends change over time in the dashboard.
Ready to automate your workflow with Kraftful?
Try Kraftful →
Real Impact

Before & After

❌ Before

Manually reading and tagging thousands of support tickets and reviews

100+ hours/quarter on analysis
✅ After

Automated, trend-based reports on top customer issues in minutes

<5 hours/quarter on analysis
Prompt Templates

Try it with these prompts

Copy any prompt and paste it directly into the tool.

Analyze customer feedback for product insights

Analyze the following user feedback from [source, e.g., support tickets, surveys, reviews] to identify key trends and actionable insights. Focus on recurring issues and user sentiment regarding [specific product feature …

Identify churn threats from customer accounts

Analyze the provided customer account data, focusing on feedback and support interactions, to identify potential churn threats. Look for patterns in [specific types of feedback, e.g., negative reviews, repeated issues] t…

Generate user stories from feedback themes

Based on the analyzed user feedback themes, generate user stories for the product development backlog. Each story should follow the format: 'As a [type of user], I want to [perform some task] so that [some goal].' Priori…

Social Proof

Trusted by 50,000+

50,000+ professionals using this tool
Ease of Use
8.8
Accuracy
9.2
Value
8.2
Time Saving
9.5

"Kraftful provides powerful summaries of user feedback. What previously took weeks can now get answered in minutes. Amazing!"

Rahul T., Director of Engineering · June 2026

"Kraftful worked wonderfully. I know this dataset very well, and the summary was scary accurate."

Leticia R., UX Researcher · May 2026

"The analysis is powerful, but the platform is clearly built for product managers. Our support team had to learn some product-specific jargon to get the most out of it."

Chris B., CX Lead · April 2026

"As a UX Researcher, I often see the value of data triangulation in projects. Kraftful simplifies this process for me, eliminating many time-consuming manual tasks."

Pablo V., UX Researcher · March 2026
50,000+ professionals are already using this tool.
Start Free Today →
Connects With

Works with your existing stack

iOS App Store Android App Store (Google Play) Google Meet Intercom G2 Trustpilot Jira Linear Slack
Setup complexity: Easy to start
Kraftful is an AI feedback analysis platform for Customer Support and CX teams. It connects to sources like Intercom, call transcripts, and app reviews to automatically identify top complaints, feature requests, and trends. Its proprietary hallucination detection ensures you get accurate, actionable insights to improve customer satisfaction.
Comparison

How it compares

Compared to a qualitative data analysis tool like Dovetail, Kraftful is built for speed and automation. Choose Kraftful when your primary goal is to quickly synthesize large volumes of feedback from many sources (tickets, reviews, calls) into quantitative trends and actionable summaries. Choose Dovetail when you need a flexible research repository for in-depth, manual coding and collaborative synthesis on specific user research projects. Kraftful automates the 'what', while Dovetail provides a canvas for exploring the 'why'.

The decision

Is it worth it?

Return on investment
By automating feedback analysis, a team can reclaim over 100 hours per quarter, translating to thousands of dollars in saved productivity.
Built for
CX Managers, Voice of the Customer (VoC) Program Managers, Support Operations Leads, and UX Researchers focused on customer feedback.
Effort to adopt
Easy to start
Compliance
Kraftful is SOC 2 and GDPR compliant. The vendor states they do not train their AI models on user data.
Who It's For

Why Customer Support & Experience choose this tool

🎯
Built for
This tool is best for CX teams aiming to automatically synthesize qualitative feedback from multiple channels into quantitative trends and actionable reports.
In-Depth Overview
For any CX team drowning in qualitative feedback, Kraftful offers a direct path to clarity. Instead of dedicating hundreds of hours to manually reading and tagging support tickets, call transcripts, and survey responses, you can automate the entire process. The platform connects to over 30 sources—from Intercom and G2 to app stores and Google Meet recordings—to centralize your Voice of the Customer data. Kraftful's key advantage is its analysis engine. It goes beyond simple keyword counting to deliver themed insights, tracking how issues like 'battery drain' or 'login problems' trend over time. This allows your team to quantify qualitative issues and present data-backed cases for improvement to product and engineering. The ability to generate user stories directly for Jira or Linear closes the loop between feedback and action. Furthermore, its SOC 2 and GDPR compliance, along with its recent acquisition by analytics leader Amplitude, provide strong signals of reliability and a secure future.

Key Use Cases

📈
Uncover the Root Cause of Ticket Spikes
CX Manager
Connect Intercom, app reviews, and call transcripts to automatically identify the top complaints and feature requests driving ticket volume, without relying on manual agent tagging.
90% reduction in manual analysis time
✓ Pros
Consolidates dozens of disparate feedback channels into one dashboard.
Drastically reduces time spent on manual feedback analysis.
Features patent-pending hallucination detection to improve AI accuracy.
SOC 2 and GDPR compliant, ensuring data security.
Automatically translates feedback from thousands of languages.
· Cons
Pricing is not publicly listed, requiring direct contact with the vendor.
Primarily marketed to 'Product Builders,' so CX teams may need to adapt to the terminology.
The acquisition by Amplitude could lead to future changes in focus or pricing.
Effectiveness is dependent on the volume and quality of connected data sources.
⚡ Editorial Verdict

Kraftful is a powerful and highly-focused tool for automating the analysis of unstructured customer feedback. It excels at turning messy qualitative data into clear, trend-based reports. The main trade-off is its strong product-centric vocabulary, which support teams may need to adapt to, and its non-public pricing which requires a sales conversation.

Questions & Answers

Frequently asked questions

What is Kraftful?

+
Kraftful is an AI-powered platform that analyzes user feedback from over 30 sources like support tickets, calls, surveys, and reviews. It helps teams understand user needs, track trends, and generate actionable insights automatically.

How does Kraftful ensure the accuracy of its AI analysis?

+
Kraftful uses a proprietary, patent-pending hallucination detection system. This technology catches and eliminates AI-generated inaccuracies to ensure the insights and summaries you receive are reliable and based on your actual user data.

What is the best AI tool for analyzing customer support tickets and call transcripts?

+
For analyzing customer support tickets and call transcripts, Kraftful is a leading AI tool. It directly integrates with sources like Intercom and Google Meet, automatically translating and synthesizing conversations into top complaints, feature requests, and emerging trends, saving CX teams hundreds of hours.

Is Kraftful suitable for global teams?

+
Yes, Kraftful is designed for global teams. It can process feedback in thousands of languages and automatically translate the summaries and insights into your team's primary language, making it easy to understand your entire user base.

How can I automatically find trends in Intercom conversations and app reviews?

+
Kraftful allows you to connect sources like Intercom and app stores directly. Its AI then analyzes the data to identify and track trends over time, showing you how feedback on specific topics changes and how feature releases impact customer sentiment.

Can Kraftful be used by teams outside of the US?

+
Yes, Kraftful is a web-based platform accessible globally. Its ability to analyze feedback in numerous languages and provide auto-translated summaries makes it particularly effective for international teams and companies with a diverse customer base.

Last reviewed:

Plans & Pricing

Start today

Enterprise
Pricing on request
Tailored for teams and large organisations.
Contact Sales

Prices and features are updated regularly but can change at any time — always confirm on the official website. Some links on this page are affiliate links.

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Free guide

Take it with you

3 Steps to Get Started with Kraftful:
  • **Why Automate Feedback Analysis?**
  • The cost of manual tagging and reporting
  • Moving from anecdotal to data-driven CX
  • **Centralizing Your Voice of the Customer**
  • Connecting your key feedback channels
+10 more steps inside the guide
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AI Directory

About Kraftful

Full Description

Kraftful is an AI feedback analysis platform for Customer Support and CX teams. It connects to sources like Intercom, call transcripts, and app reviews to automatically identify top complaints, feature requests, and trends. Its proprietary hallucination detection ensures you get accurate, actionable insights to improve customer satisfaction.

Editorial Verdict

Kraftful is a powerful and highly-focused tool for automating the analysis of unstructured customer feedback. It excels at turning messy qualitative data into clear, trend-based reports. The main trade-off is its strong product-centric vocabulary, which support teams may need to adapt to, and its non-public pricing which requires a sales conversation.

Last reviewed:
Disclaimer
Zekai is an independent AI tools directory. We are not affiliated with, endorsed by, or officially connected to Kraftful unless clearly stated. All product names, logos, and brands are the property of their respective owners and are used for identification purposes only. The information on this page — including pricing, features, and availability — is general information, may have changed since our last review, and is not professional advice. Zekai Scores and verdicts are our editorial opinion. Some outbound links are affiliate links that may earn us a commission at no extra cost to you. Spotted outdated or incorrect information? Request a correction →
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