Scoring method
How the score is calculated
The score uses the category-specific buying dimensions below and their displayed weights.
This page is based on public product information, official sources, structured feature data, and multi-model AI evaluation. It is not a hands-on lab test unless explicitly stated. Confidence percentages describe our research indicators, not the probability that a claim is true or a measured accuracy rate.
Feedback collection design quality18%
82The product supports NPS, CSAT, and CES campaign automation and multichannel surveys, which covers recurring feedback collection across common customer touchpoints, but the plan details emphasize survey allowances and edition differences rather than deep design controls.
Closed-loop action workflow16%
81Alerts, feedback follow-up, and an AI CX agent support closed-loop action after feedback arrives, but the supplied facts do not specify deeper workflow branching, task governance, or cross-team case management.
Text and sentiment analysis16%
87AI sentiment, topic analysis, and an AI CX agent give buyers in-product interpretation of open-text feedback for prioritization and theme tracking.
Distribution and response capture14%
79Multichannel surveys and ecommerce, CRM, support, and MCP integrations support distribution across customer systems, but the facts do not establish advanced response-capture controls or unbounded scale, and monthly survey credits can constrain volume.
Voice-of-customer reporting insights14%
78Advanced reporting and analytics surface voice-of-customer trends from automated NPS, CSAT, and CES programs for ongoing CX review.
Feedback segmentation and context12%
71Account-aware B2B NPS, CSAT, and CES programs provide customer-context framing for feedback, while deeper segmentation constructs remain limited to that supported program style.
Feedback data quality controls6%
57Helps manage response quality through automated campaign scheduling, but specific features for response filtering, deduplication, or bias adjustments are not established.
Feedback program governance4%
59Restricts collaboration with seat limits of 3 on Basic and 10 on Pro, requiring an Enterprise plan for custom administration and governance.