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Universe · Retail Products

Agents match competitors, track prices, detect what changed.

Give us the retailers you compete with. Agents collect their catalogs, match SKUs to yours, cluster by category, and monitor prices, promotions, and assortment. Built for category, pricing, and merchandising teams.

Today: manual matching, stale data, noisy alerts.

Price and assortment tracking tools expect you to already know which competitor products map to yours, or they guess and leave you to clean it up. If your competitors change a product code, repackage something, or launch a new SKU, you find out late — or not at all.

❌ Manual product matching

Matching your SKUs to competitor products takes hours per category. When competitors add or rename products, the matches go stale and nobody notices.

❌ Noisy, unstructured alerts

Price alerts fire on every fluctuation. Without context about what changed, how much, and whether it matters, they become spam.

❌ Enterprise-only tools

Comprehensive competitor intelligence platforms are built for large retail chains with dedicated pricing teams, not for teams who just need answers.

From a competitor list to matched, monitored assortment.

01

Agents collect

Provide the retailers you want to track. Agents collect their public catalogs, structure product entities, and identify relationships.

02

Agents match

Agents map competitor products to yours using category, brand, specs, packaging, and naming patterns. Matches surface for review before tracking starts.

03

Agents monitor

Prices, promotions, stock status, and assortment changes are tracked continuously. Alerts carry context: what changed, by how much, and which of your products it affects.

You bring the competitors. Agents build the product universe.

Most competitor intelligence tools require you to configure and maintain product matches yourself. Universe agents start with your competitor list and handle product mapping, clustering, normalization, and change detection.

Built for category, pricing, and merchandising teams.

Category managers

Track competitor pricing and promotions without hiring an analyst or configuring a dashboard. Agents match products and deliver clear alerts, not raw scrapes.

Pricing teams

Monitor larger competitors' pricing strategies for the categories that matter to your margin. Know when a promotion starts before your customers do.

Merchandising and sourcing

See what competitors are stocking and at what price. Use it to negotiate, spot trends, and make assortment decisions backed by current market data.

Tell us which competitors you need to track.

Request early access and describe your market, competitors, and the categories you need coverage for. Early participants help define which alerts and match types ship first.

Request early access