# Customer Feedback

Ranked by the Vioscale composite score: a confidence-weighted blend of independent signals, not user reviews.

| # | Software | Score | Confidence | Vendor |
|--:|---|--:|---|---|
| 1 | [Fider](https://www.vioscale.ai/software/fider) | 80.9 | 18% (low) | - |
| 2 | [Chattermill](https://www.vioscale.ai/software/chattermill) | 72 | 21% (low) | - |
| 3 | [Canny](https://www.vioscale.ai/software/canny) | 58.6 | 43% (low) | - |
| 4 | [Nolt](https://www.vioscale.ai/software/nolt) | 55.7 | 42% (low) | - |
| 5 | [Frill](https://www.vioscale.ai/software/frill) | 53.5 | 42% (low) | - |
| 6 | [Usersnap](https://www.vioscale.ai/software/usersnap) | 50.6 | 61% (medium) | - |
| 7 | [Sprig](https://www.vioscale.ai/software/sprig) | 40 | 6% (low) | - |
| 8 | [Qualtrics](https://www.vioscale.ai/software/qualtrics) | 26 | 3% (low) | - |
| 9 | [UserVoice](https://www.vioscale.ai/software/uservoice) | 22 | 30% (low) | - |

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*Source: Vioscale (https://www.vioscale.ai/categories/customer-feedback).*