AgentTrustScore

Store fulfillment trust scores and API for AI agent shopping

Problem

When AI agents buy directly for users, they need to judge which stores are trustworthy, but there's no objective fulfillment score—neither users nor agents can decide easily.

Solution

Collect public store fulfillment data (delivery time, return rate, dispute rate), compute and sign a trust score, offer free score display and paid API queries for shopping agents to cite.

Users

Shopping agent developers, e-commerce platforms, and consumers using agent shopping.

MVP

Scrape or integrate public review data to compute a simple score; provide static score pages and basic API; support per-request billing.

Revenue

API per-request fees, free score display; premium tiers with real-time updates and detailed metrics.

Why now

Agent shopping is emerging, trust infrastructure is nascent, and indie developers can build a data moat early.