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Project spotlight

FinalistRank #5

Shopiverse

by Team Shopiverse

Gift returns are expensive, and most of them are avoidable; that's why I created Shopiverse! A network for merchants to sell best to their consumers.Agents narrow the options; people make every choice.

Shopiverse

Demo Video

About This Project

A verified shopping network, built from the merchant's side.

Gift returns are expensive, and most of them are avoidable; that's why I created Shopiverse! A network for merchants to sell best to their consumers.

Trailhead is an outdoor gear boutique (fictional, made up for this demo) whose merchant agent only sells to shopper agents that have a real person behind them. Before it sells a gift, it checks with the recipient's own agent to make sure they actually want it. Agents narrow the options; people make every decision. We cut returns in three ways.

Gifts people actually want. The merchant agent pulls candidates from the buyer's favorite product line, then asks the recipient's agent two questions: do you want this, and do you already own it? Anything they already own is removed, and the offer leads with the item they want, in their size. Orders vouched for this way are flagged as low return risk. This runs on BAND's vouch room and ZooWork's matching.

No sales to unverified bots. No agent can buy anything until it's verified: a real person behind it, a registered agent, and buyer-like behavior. The backend re-checks at every step of the sale, not just at the start. In our demo, a bot trying to buy 3 vests at 15% off, firing 40 requests a minute, fails verification and gets nothing. That stops fraud orders and discount abuse before they ever become returns. This is powered by ZooWork's score_agent_trust and BAND's storefront room.

The best price for customers who love us. Before an offer goes out, the agent uses Tavily's check_competitor_price to see what competitors charge for the same product. If Trailhead is above the lowest price, loyal customers get 15% off, never dropping below the margin floor. They get a fair deal and have no reason to buy the same thing again somewhere cheaper.

The result: fewer unwanted gifts, no bot orders, and no cheaper-elsewhere regret. Three of the biggest sources of returns are handled before checkout.

Repository