AI now answers your customers directly, but most QA still samples human tickets. Here's what AI agent QA actually requires, and why the grade should come from outside the system.
AI now answers your customers directly, but most QA still samples human tickets. Here's what AI agent QA actually requires, and why the grade should come from outside the system.
A study of 160 professionals found AI isn't replacing researchers first, it's automating the entry-level work that trains them. See what the data shows.
The best customer feedback tools in 2026, compared honestly: survey tools, VoC suites, and real-time feedback intelligence, with a clear framework for choosing.
AI was supposed to give researchers time back. For many, it added work instead. Explore the question — and a free research hub built for leaner teams.
Free customer feedback analysis templates for Google Sheets, Microsoft Excel, and Notion, built on unitQ's 67.7M-review analysis. Includes taxonomy, scoring, and benchmarks.
What makes a great app? An analysis of 83 million reviews behind the 2026 Epic Awards points to five patterns the best apps share.
Introducing the 2026 Epic Awards, recognizing the apps and products users love most, identified from unitQ’s AI analysis of 83 million public app store reviews.
The unitQ MCP server brings customer intelligence for AI agents into the tools your team already uses — Claude, ChatGPT, Cursor, and beyond.
Most companies learn about product issues weeks after customers feel them. Here's how unitQ's new AI Quality Intelligence platform closes that gap.
Learn how AI-powered sentiment analysis helps product teams identify quality issues, prioritize fixes, and improve customer experience at scale.
Feedback intelligence turns scattered customer signals into prioritized product decisions. Learn what it is, how it works, and why product teams need it.
Users aren't asking for more features—they're asking for products that work. Our analysis of 67.7M reviews reveals what's actually driving quality complaints.
Join product and CX leaders getting the latest on customer intelligence, once a month.
Join category leaders and start using AI to drive growth, reduce churn, and build loyalty with unitQ.
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