How We Normalize Ratings
Convert 5-star, 10-point, and thumbs-up systems into a single weighted confidence score.
See weighting model
Understand the Score Before You Buy
These guides explain exactly how we combine product feedback from marketplaces, forums, and expert channels so you can interpret ratings with confidence.
Spotting Fake Positivity
Identify suspicious review spikes by tracking account history, phrase duplication, and timing bursts.
Learn red flags
Comparing Price vs Trust
Balance budget and reliability with a simple score-to-cost ratio before adding to cart.
Use buying checklist
Need Help Choosing a Product?
Share your use case and budget. We will point you to products with consistently strong feedback across at least three trusted sources.
Ask for a recommendation