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Structured product datafor agentic commerce

Parse. Search, & more. Across all catalogs.

MetricMerchant PDP Araw HTMLMerchant PDP BBrowser Rendered DOMShopify JSONor JSON-LD / metadataOctogen .md or JSON
Sufficiency†
7
4
5
9
Vividness‡
7
6
8
10
Searchability
6
5
6
9
Cost — tokens#
544.4 Kprohibitive
823.9 Kprohibitive
3.7 Kcheap
1.2 Kcheap
Cost — parse**severeseveremoderatetrivial

No common schema. No common ontology.

Each ecommerce store is unique.

So we created a common schema, and a common taxonomy. Across all catalogs.

Octogen unified product schema and taxonomy across ecommerce catalogs

01 / Parse

Explore Parse

Give your agent a product it can understand.

Parsed
Enriched

02 / Search

Explore Search

Find products from what someone means.

Live product search

03 / More Like This

Explore More Like This

Start with one product. Discover the alternatives.

Input product
  1. Sufficiency. Are the facts there? A 1–10 judgment of whether an LLM reading this artifact can answer what the product is, what it is made of, fit and sizing, stated price and per-variant buyability, audience, ratings, and what makes it distinctive — scored in the absolute, not relative to other columns.
  2. Vividness. Could you draw it or pick it out of a lineup? imagery at usable resolution, colour and pattern specificity, silhouette, scale or measurements, and material texture.
  3. Searchability. Can an agent retrieve this product for varied queries — exact identity, synonyms, descriptive attributes, structured filters, and style, use case or occasion terms?
  4. Cost — tokens. Measured tokens to ingest the artifact (HTML counts the as-served payload). Tier bands: negligible (<1 K), cheap, moderate, expensive, prohibitive (>100 K). Not converted to a 1–10 score.
  5. Cost — parse. Effort to turn bytes into facts an LLM can use: trivial (clean Markdown or prose) through severe (full scrape plus cleanup, or JS-rendered DOM).

Are you an AI agent? Fetch https://octogen.ai/llms.txt to learn how to get product data from Octogen, and how to make a storefront's products readable by agents.