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Maze

ANALYTICS
Velocity3.8

UX research platform is reshaping itself around AI moderation and AI-driven analysis.

ux researchai moderatorthematic analysispanel qualityai analysisprototype testing
◆Current state
Maze is shipping aggressively across two adjacent fronts: AI-driven research execution (AI Moderator with adaptive conversation styles, visual stimulus support) and AI-driven analysis (thematic analysis now generated automatically across every study type). Around the AI core, recent releases also tighten panel recruitment with Fresh Eyes participant-freshness controls, expand Global Search to blocks and interview sessions, and improve Variant Comparison reliability for A/B prototype tests.
◆Where it's heading
The product is moving from 'research tool researchers operate' to 'research platform that runs and interprets studies on the researcher's behalf'. AI Moderator handles unmoderated conversation; AI thematic analysis turns transcripts into highlights without a researcher manually coding. The core wager is that the analysis bottleneck — not study design — is what limits the volume of research a team can do, and Maze is going after that bottleneck directly.
◆Prediction
Expect AI Moderator to keep absorbing more interview style options and stimulus types, and the analysis side to push from theme-extraction toward auto-generated synthesis or report drafts. Panel-quality controls like Fresh Eyes are likely to expand into broader participant-cohort management.

◆Recent moves

  1. 27d ago

    Multiple VC blocks, conditional logic, and balanced distribution

    Multiple Variant Comparison blocks, conditional logic, and notably better participant distribution (63%→93% balanced) make A/B prototype testing meaningfully more reliable for serious quant work.

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  2. 27d ago

    New: AI-powered thematic analysis, now for every study type

    ⚡ SPARK

    Auto-generated themes and highlights now run across every study type, not just unmoderated, pushing the analysis bottleneck — long the most labor-intensive part of UX research — into the platform itself.

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  3. 1mo ago

    Release Roundup – March 27th, 2026

    Bi-weekly roundup covering moderated research, panels, study design, and search updates — a steady cadence post focused on incremental polish rather than headline new modules.

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  4. 2mo ago

    Fresh Eyes: Automatically exclude repeat participants

    Fresh Eyes adds project- and team-level repeat-participant exclusion to panel orders. A meaningful integrity control for serious research programs without changing product direction.

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  5. 2mo ago

    Release Roundup – March 6th, 2026

    Roundup highlighting AI Moderator visual stimulus among other changes — the visual-stimulus capability is the directional item, but it's bundled in a recap rather than launched fresh here.

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  6. 2mo ago

    Search for blocks and interview sessions in global search

    Global Search now covers blocks and interview sessions, including quant block data. Useful for teams working across many studies but doesn't change the product's positioning.

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