Decode vs Maze AI Moderator: Enterprise-Only Access, Data Lock-In, and No Emotion AI
Quick Verdict
Maze's AI Moderator is Enterprise-only — unavailable to Free or Starter plan users. It has a critical data portability issue (research becomes inaccessible if you cancel), and no Emotion AI. Decode makes AI moderated interviews a core product accessible to all, with full data ownership guaranteed.
Introduction
Maze has built one of the strongest brands in user research — 41,000 LinkedIn followers, Atlassian and Spotify as clients, and a well-designed UX prototype testing platform. When they launched their AI Moderator feature, it extended their platform in a meaningful direction.
But three fundamental issues make Maze's AI Moderator a problematic choice for teams serious about AI moderated interview research: it's locked behind an Enterprise paywall, it has a documented data portability problem, and it has no Emotion AI capabilities. Decode by Entropik was built specifically for AI moderated interviews — as a core product, not a locked premium feature.
Feature Comparison: Decode vs Maze AI Moderator
Feature | Decode (Entropik) | Maze AI Moderator |
|---|---|---|
AI Mod availability | Core product — all plans | Enterprise-only add-on |
Data portability | Full export always available | Data inaccessible if you cancel (G2 complaint) |
Emotion AI (facial + voice + eye) | Yes — core technology | No |
Primary use case | Consumer insights + UX + CPG | UX and prototype testing (not consumer insights) |
G2 reviews | Growing | 111 reviews (4.5★) |
Capterra support score | Strong | 3.8★ — below average |
Pricing transparency | Book a Demo | Free / $99mo / Enterprise (AI Mod = Enterprise only) |
CPG/consumer insights focus | Primary use case | UX/product research focus |
The Data Lock-In Problem
Multiple Maze G2 reviews highlight a critical issue: when users downgrade or cancel their Maze plan, their research data becomes inaccessible. For enterprise teams building longitudinal research programs — tracking consumer sentiment across quarters, comparing before and after a product launch — this creates unacceptable risk. Your research data is a business asset, and no vendor relationship should hold it hostage.
Decode guarantees full data export and portability at all times, regardless of plan changes. Your research data is yours — not a retention mechanism.
AI Moderator as Core vs. Add-On
Maze built its platform for UX prototype testing — click tests, tree tests, and usability studies. The AI Moderator feature was added later, targeted at UX researchers who want to supplement prototype testing with interview data. It was not designed for consumer insights, CPG brand research, packaging testing, or market research at enterprise scale.
Decode's AI Moderated Interviews module was built from the start as an enterprise consumer research tool — with Emotion AI signals, CPG use case templates, and multi-language support designed for the global brands who make up Entropik's core client base.
AI moderated interviews for every plan. No lock-in. Full data ownership.
See why enterprise research teams choose Decode over Maze for AI interviews.
FAQ
Is Maze's AI Moderator available on all pricing plans?
No. Maze's AI Moderator is exclusive to Enterprise plan subscribers. Teams on the Free plan or Starter ($99/month) cannot access it without upgrading to Enterprise pricing. Decode's AI Moderated Interviews is a core product available to customers without Enterprise-tier requirements.
Can I export my data from Maze if I want to switch platforms?
Multiple Maze G2 reviewers report that research data becomes inaccessible after downgrading or cancelling a Maze subscription. This is a significant data portability risk. Decode provides full data export capability at all times — your research outputs are always accessible and exportable regardless of your subscription status.
Is Decode better than Maze for consumer insights research?
Yes, for consumer insights and qualitative research. Maze was designed primarily for UX and prototype testing — its AI Moderator reflects those roots. Decode was purpose-built for consumer insights, brand research, and CPG research at enterprise scale, with Emotion AI capabilities that Maze does not offer and a unified platform covering the full research workflow.