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AI · May 28, 2025

Octogen: e-commerce capabilities for agents

Hi HN, We just released a public beta of e-commerce capabilities for AI agents — aimed at developers building shopping agents or personal assistants. It’s early and buggy, but we’d love your feedback. Try a live demo here: https://showcase.octogen.ai/stylist --- ## Why we built this We believe the biggest *technical* bottleneck in building consumer e-commerce agents is fragmented product data and inconsistent schemas across online stores. So we created a high-fidelity yet unified interface for *e-commerce catalog + checkout*, regardless of the underlying platform. --- ## What…

Octogen: e-commerce capabilities for agents launched on May 28, 2025 with 5 votes and more than 75% of that year's launches. The site was still online in September 2026, 1 year on.

What it does

Search, lookup, brand, and more-like-this APIs on top of structured and enriched product graph.

Build against one product intelligence surface instead of stitching together search indexes, catalog exports, brand tables, image hosts, and recommendation services. const results = await octogen.search({ query: "waterproof trail jacket", filters: { material: "recycled nylon", activity: "hiking" }, include: ["brands", "more_like_this"] }); products Octogen normalizes messy storefront data into consistent product, variant, image, price, attribute, taxonomy, and ontology structures designed for agentic commerce. Ecommerce data is notoriously messy. Since we can't --yet-- afford "To organize the world's information and make it universally accessible and useful", we trained our agentson…from octogen.ai

In the maker’s words, at launch

Hi HN, We just released a public beta of e-commerce capabilities for AI agents — aimed at developers building shopping agents or personal assistants. It’s early and buggy, but we’d love your feedback. Try a live demo here: https://showcase.octogen.ai/stylist --- ## Why we built this We believe the…

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