Home › Methodology

Methodology

Sentiment collection

380 verified customer mentions, collected March-September 2026 from public reviews, forums, and direct submissions; de-duplicated by user and company; screened for vendor fingerprints.

Scoring

Each mention scored 1-5 (5 strong endorsement with specifics; 1 strong complaint with consequences). The mean is the sentiment score: 3.1/5. The three most common verified gripes are surfaced with it.

Vendor ownership checks

For every source cited, we check whether the publisher sells a competing product. This is the same check 92% of buyers now run, per the 2026 Buyer Trust Report.

Limitations

Engaged users are overcounted; silent satisfied and silent churned users undercounted. The window is March-September 2026. Read the score as a distribution's center, not a verdict.