
Feathery, InMoment, Dovetail, and QuestionPro all promise a clearer view of the customer. The useful question is not which one wins, but which job your team actually needs done.
Bring all your customer knowledge together, analyze it fast, and surface evidence-backed insights your team and AI agents can both act on.
A research repository built by two UX veterans in a Minneapolis basement, Aurelius helps product teams turn piles of interview notes into searchable, shareable insights - without losing a single finding to a forgotten spreadsheet.
Dovetail is a Sydney-founded customer intelligence platform that pulls scattered customer signals - sales calls, support tickets, surveys, app reviews, usability tests - into one searchable place and uses AI to turn them into themes, dashboards and decisions. Started in 2017 by two ex-Atlassian employees, Benjamin Humphrey and Bradley Ayers, it began life as a repository for user researchers and grew into an organisation-wide intelligence layer used by roughly 40% of the Fortune 500, including AWS, Visa, Atlassian, Canva and Johns Hopkins. Accel led a US$63M Series A in January 2022 at a valuation north of US$700 million.
PlaybookUX is an all-in-one user experience research platform that helps product, design and research teams recruit participants, run studies, and analyze results in one place. It combines a vetted panel of millions of testers with a full toolkit of qualitative and quantitative methods - unmoderated and moderated testing, card sorting, tree testing, surveys, first-click and five-second tests, preference testing and session replays - and layers AI on top to transcribe, summarize, tag and report on findings. Founded in 2018 by Lindsey Allard and Kristen Giovanniello and headquartered in New York, the company is bootstrapped and grew to roughly $6.5M in revenue and 300+ customers by 2024.
Marvin (legally Equafin Inc., operating as HeyMarvin) is an AI-native customer insights platform that helps product, design, and research teams capture interviews, analyze qualitative data, and turn scattered customer feedback into a searchable, shareable repository.