
Fred
AI-orchestrated UX research with behavioural tracking
Fred launched on May 25, 2026 with 109 votes, #275 of 20,538 launches that month and more than 95% of that year's launches.
What it does
Fred now turns UX research into an AI-orchestrated workflow: plan studies, recruit and manage participants, run tests, analyze sessions, detect patterns, and build reports in one place. This launch adds full AI orchestration, real-time and replay-based eye tracking, gaze heatmaps, smarter analysis, and a broader research suite for teams that need faster evidence without losing methodological control.
Fred helps product, research, agency, and enterprise teams validate roadmap decisions before engineering by turning evidence into inspectable decision cases.
Fred helps product teams turn one risky roadmap decision into a traceable decision case: the hypothesis, evidence, conflicting signals, confidence level, recommendation, and next validation step. Fred is a roadmap-validation and decision-intelligence platform for teams that need evidence-backed product decisions before build. Teams use Fred to define the decision under test, collect participant evidence, synthesize signals with AI assistance, review confidence and limitations, and share a decision-ready report stakeholders can inspect before engineering work moves forward. Start from the roadmap question, not a generic research activity. Keep sessions, responses, signals, clips, and…from meet-fred.com
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