How We Rank

Search and category results may use product relevance, brand, category, model number, match confidence, price, stock status, retailer data quality, and data freshness. User-selected filters and sort options can change the order.

Price-led sorting is based on the product price we currently hold. When a retailer supplies a delivery charge, we show it separately as the product price plus delivery. Unknown, conditional, or location-dependent delivery is labelled; do not treat the displayed figures as a guaranteed checkout total.

Some retailer links may be affiliate links. Affiliate commission does not directly determine organic price-led ranking. If ToolRancher later accepts paid placements, those listings will be labelled as sponsored, advertisement, or paid placement.

Tool products often have similar names, kits, voltages, batteries, and case options. Retailer offers are published only after a full normalized manufacturer MPN or an explicitly approved MPN alias matches. EAN, GTIN, names, URLs, and fuzzy similarity may support review but cannot publish a match.

Prices and availability can change quickly. Product pages show a last checked date where available, and users should verify final pricing, delivery, promotions, warranty, and stock on the retailer website.