Assess Risk and Opportunity, in Real-Time
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We built Qualitate to provide users with the best real-time expert intelligence in the market.
Gain real-time insight into whether companies are retaining customers and quantitatively measure whether new products are improving product-market fit.
Monitor the strategies and movements of all key players, from established leaders to emerging challengers, so you can understand how competitive dynamics are evolving.
Track critical company performance events in real-time to identify emerging winners, new product adoption, and potential red flags.
Qualitate deploys the world’s smartest AI moderator, powered by tens of thousands of proprietary expert conversations, to conduct expert interviews on your behalf.
step 1
Chat functionality, metrics tables, and advanced filtering to quickly identify areas of opportunity and risk.
step 2
Compare hundreds of technology markets and frameworks to evaluate fragmentation, penetration, spend, criticality, drivers, and more.
step 3
See which competitors are displacing your target companies — and vice versa.
step 4
Analyze thousands of private companies using dozens of usage and engagement metrics, including customer spend, churn, market share, and product-market fit.
step 5
Perform custom checks at scale using Qualitate’s AI Moderator, or leverage our real-time intelligence database and pre-built dashboards.
step 6
Watchlists, notifications, and tailored homepages keep you updated when sentiment shifts for the companies you care about most.

Replace manual research methods with a vertically integrated, intelligent AI platform.

With our AI-powered chat and reasoning system, you can simultaneously tap into the expertise of thousands of domain experts on the same topic.
Qualitate deploys the world’s smartest AI moderator, powered by our real-time intelligence database, to conduct expert interviews on your behalf.


Qualitate extract structured metrics from discussions, delivering dynamic dashboards, deep research capabilities, and human-led reports.
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