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Why choose Level AI over Medallia?

Medallia helped brands listen to customers through surveys and feedback loops — but listening alone isn’t enough anymore. Modern enterprises need real-time CX intelligence that doesn’t just measure experience but actively improves it. By connecting automation, quality, and customer insight in one platform, that’s exactly what Level AI delivers.


  • Unified, real-time CX intelligence platform vs survey-led feedback suite
  • iCSAT across 100% of interactions vs limited, sample-based satisfaction data
  • Explainable AI and actionable insights vs static dashboards and delayed analysis
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Trusted by customer service leaders across the world

The results with Level AI

25%
increase
in CSAT
45%
increase
in ASAT (Agent Satisfaction)
90%
time
saved in QA monitoring
100%
better
insights into the business

Beyond Traditional AI: How Level AI Outperforms Medallia

Operational CX, Not Just Feedback Analytics

Medallia collects what customers say — Level AI transforms every conversation with QA, coaching, automation, and insight in one system.

From insight to impact — one unified platform.


Explainable QA Built that Builds Confidence

Unlike legacy bots that output scores, Level AI’s QA-GPT explains every evaluation with timestamps, reasoning, and evidence. Teams gain context, accuracy, and trust at scale.

Clarity baked into every evaluation.


Real-Time iCSAT and CX Visibility

Level AI infers satisfaction across 100% of conversations — no survey gaps, no guesswork, real-time sentiment.

Complete feedback, instantly.



Continuous Learning Between Human & AI

Agent Assist and Virtual Agent draw from the same intelligence layer. Humans improve, AI evolves, performance compounds.

Hybrid CX that learns and grows.




Level AI vs. Medallia: A closer look

Platform Scope
Unified CX stack covering QA, VoC, Coaching, Analytics, Agent Assist, Virtual Agent
Experience management platform: feedback, journey analytics, predictive insight
Quality / Auto-QA
Generative QA-GPT automates evaluation with reasoning, timestamps, and evidence
QA is driven by feedback tagging, survey correlation, and analytics insights
Voice of Customer (VoC)
Supervised + unsupervised models surface emerging themes, issues, sentiment trends
Strong text & speech analytics, theme detection, alerting on feedback signals
Analytics & Insights
Live dashboards linking QA, VoC, coaching, performance metrics
Robust feedback dashboards, generative insight, alerting, role-tailored analytics
Deployment & Maintenance
Lightweight setup, continuous self-learning, adaptive rollout
Medallia provides no-code / low-code AI feedback loops, generative insight modules, and continuous AI improvements

What people are saying about Level AI

One Stop Contact Center Solution
We want to be able to do analytics for product, ops, and contact center teams while supporting customer service. Level AI's intent-based system + omnichannel is unique.
David Demarco
VP Delivery and Business Systems
Source:
2x better than anything we've tested
Level AI's semantic-based system is unique. We are getting a minimum of 82% accuracy from Level AI semantic tags. Overall 2x better than anything we have tested.
Chris Lewis
Contact Center Product Manager
Source:
We cannot imagine business without Level AI
Level AI helps us solve quality assurance, product management, and customer service pain points. As we scale, cannot imagine the business without Level AI.
Yuliya Ordova
Senior Director, CS Strategy
Source:

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