Lookback vs Userbrain

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Lookback compared with Userbrain
Detail	Lookback	Userbrain
What it does	AI-powered user research platform for interviews, usability testing, and analysis	Real user testing. Real user-friendly.
Stage	Established	Established
Founded	Not given	Not given
Based in	Not given	AT
Pricing model	Not given	freemium
Pricing	Not given	Not given
Key features	Moderated research with AI-accelerated insights Unmoderated research at scale AI-powered Discover to query sessions and find patterns Automatic recording and transcription Live stakeholder observation Mobile research with gesture tracking Highlight reels and shareable clips Privacy and redaction tools	Fast and easy user testing with 60-second signup Access to 170,000+ quality-assured testers Invite your own testers AI-powered insights and analysis Automated test reports Share key findings with video clips Test websites, prototypes, and mobile apps Automated transcripts of user tests Mobile app testing on iOS and Android
What makes it different	AI handles time-consuming transcript analysis so researchers focus on insights Combines qualitative depth with quantitative speed Run 10x more studies than traditional research methods AI-assisted follow-ups probe deeper into participant responses automatically Built-in User Interviews integration for fast participant recruitment	Results within 24 hours for most tests Unmoderated testing approach reduces scheduling complexity AI automatically identifies key patterns and insights No moderator needed, just real users thinking aloud
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	72 no change since last check	66 no change since last check
Trust Flow (Majestic)	27	29
Citation Flow (Majestic)	41	46
Referring domains (Majestic)	798	1304

4 details filled in for both companies.

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