Aggregators fetch public product listings, titles, pricing data, and product images from marketplace feeds. Unstructured titles are categorized (e.g. mapping 'Wireless Earbuds' and 'Bluetooth Headset' into Consumer Electronics). Algorithms check discount thresholds, stock statuses, and seller reliability indicators.