Pricing models
Prepare clean price observations for models you own.
Retrieve variant prices as decimal strings with currency, source identity and retrieval time.
01 / DATADated prices
02 / YOUR WORKFLOWYour features + model
03 / OUTPUTModel input
Pricing models · field handoffWorkflow design
| Input | Review rule |
|---|---|
| Variant price and compare-at price without floating-point coercion. | Evaluate predictions against held-out outcomes, not extraction success. |
| Product, variant and SKU identity where reported. | Retain currency and market context in every feature row. |
| Timestamped provenance and extraction completeness. | Never allow model output to expand extraction spend without owner authority. |
Your model pipeline handles entity matching, features, anomalies, training, evaluation and recommendations. datawebot. remains the bounded upstream retrieval layer.