Component 1 & 2 • The Hybrid Model
Technical Score & User Score Calibration
Traditional review sites rely on subjective reviewer feelings or sponsored rankings. Frontumo evaluates products through two distinct, mathematically weighted components that add up to 100%:
Technical Score (typically 60% – 80% weight): Evaluates standardized lab benchmarks, verified manufacturer specifications, and functional utility normalized across competing models.
User Score & Sentiment (typically 20% – 40% weight): Measures real-world reliability, long-term durability, and buyer satisfaction from tens of thousands of verified customer purchases.
Mathematical Calculation Example: In a category calibrated with a 70% technical weight and 30% user weight, a product with a Technical Score of 9.0 and a User Score of 4.0 achieves an overall score of 7.5 points:
(9.0 × 0.70) + (4.0 × 0.30) = 7.50 Overall Score
