voice-of-the-customer
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Four Ways Software Tries to Hear Your Users
Mopinion, Lyssna, Dovetail and PostHog all promise to tell you what your customers think. They just disagree, deeply, on how to find out.
Customer Feedback Software Split Into Four Very Different Bets
UserVoice, InMoment, Mopinion and Aurelius all promise to capture what customers think. They just disagree, completely, on what a company should do next.
The Race to Turn Customer Complaints Into a Product Roadmap
Eight companies, from scrappy startups to a $6.4 billion giant, are betting they can read every angry review, support ticket and feature request faster than your product team ever could. Here is how the feedback-intelligence market actually shakes out.
Eight Feedback Tools Fighting for Your Customer's Voice
SentiSum, airfocus, Contentsquare, Feedier, Nolt, Featurebase, Condens and Mopinion all promise to tell you what customers really want. Here is how the feedback-tool landscape actually splits up - and which slice each one owns.
Mopinion
You know what users are doing - now find out why.
Medallia
Medallia unifies every customer signal and applies industry-leading AI to deliver the intelligence and outcomes today's leaders need to transform their business.
Forsta
Three research-tech pioneers walked into a merger and came out as one platform. Forsta - Norwegian for 'to understand' - now wants to be the connective tissue between everything a company knows about its customers, employees, and patients.
Chattermill
A new kind of customer intelligence platform, purpose-built for the agentic era. Trusted by CX, product and insights teams from the world's leading enterprises.
Alchemer
The Colorado company behind 3.4 billion survey responses turns customer feedback from surveys, apps and reviews into decisions - without Qualtrics prices or SurveyMonkey limits.
The 2% Problem: Why Your QA Scorecard Isn't Telling You About Your Customers
Traditional contact center QA reviews roughly 2% of calls and reports the result as if it describes the whole operation. This page frames the choice between sampling and reading 100% of conversations as an architectural decision rather than a feature difference, comparing how CallMiner, NICE Nexidia, Qualtrics XM Discover, and Spiral by UJET handle coverage, discovery of unknown issues, setup time, and whether output reaches a product team or stops at a QA scorecard. The core argument: a 2% sample tells you about your scorecard, not about your customers.
Talkmap
Talkmap is a Dallas-based enterprise AI company that turns 100% of a contact center's customer conversations - calls and chats - into structured, real-time intelligence. Its Talkdiscovery platform combines patented AI, machine learning, and computational linguistics to automatically detect customer intent, sentiment, and emerging trends, then routes those insights to specialized AI assistants for retention, sales, compliance, coaching, and analysis. Founded in 2017 (originally as discourse.ai) and led by CEO Tim Moss with founder Jonathan Eisenzopf, the company serves large brands in telecom, banking, insurance, and healthcare, keeping customer data inside private cloud environments rather than sending it to third-party models.
Cotera
Cotera is a New York-based, Y Combinator-backed AI platform that lets go-to-market and operations teams build autonomous agents by describing tasks in plain English - no flowcharts and no code. The agents connect directly to a company's data warehouse, CRM, and 200+ business tools, then take real action on real data: routing support tickets, analyzing customer feedback, enriching leads, monitoring account health, and automating repetitive back-office work. Founded in 2021 by Ibby Syed and Tom Firth, Cotera pitches itself for people who think busywork is boring.
Ibby Syed
Ibby Syed is the founder and CEO of Cotera, a New York-based Y Combinator (W22) startup building an agentic AI platform that lets enterprise teams spin up AI agents on top of their own data warehouses. Peloton's first data science hire and a Harvard applied math graduate, he co-founded Cotera with Tom Firth, survived a long stint stuck in the 'consulting trap,' and pivoted the company from a churn-analytics dashboard into a prompt-based AI agent builder now serving customers like Bilt, OpenSea, Skims and Coterie at roughly $1M ARR.
Verint
Verint is a Melville, New York-based enterprise software company that builds an open platform of AI-powered bots for customer experience (CX) automation. Its software analyzes behavioral and interaction data from contact centers, back offices, branches, websites and mobile apps to automate manual workflows, boost agent capacity and improve self-service. More than 80 of the Fortune 100 use Verint, and in 2025 the company agreed to be taken private by Thoma Bravo for roughly $2 billion.