About SellOracle

Sellers are starting to run AI agents — to research niches, write listings, and analyze competitors. Those agents are only as good as the data they reach for. Ask a bare model for Etsy tags and most of what comes back points at the most crowded terms on the platform, dressed up with invented numbers.

SellOracle is the fix: a market-research and listing-optimization product built for agents. We aggregate 45K+ listings and 1,400+ shops into niche-level conclusions — Blue Ocean opportunity scores, demand and competition signals, top shops — plus AI seller tools, and expose them over a single MCP server and REST API.

What we are — and what we're not

SellOracle is a market-analytics product, not an API reseller. You cannot make Etsy API calls through us, and we do not proxy or resell any third party's API. We compute our own opportunity scores from publicly available data and provide our own AI tools — the conclusion, not raw rows. A competitor would have to recompute these scores from scratch.

Roadmap

• Broader warehouse coverage and refreshed niche scoring
• x402 stablecoin pay-per-call for fully autonomous agents
• Enterprise data licensing for other seller-tool SaaS

SellOracle surfaces derived, aggregated signals — not a resale of raw Etsy API data. Independent project, not affiliated with Etsy, Inc.