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Card 513 of 9752026-09-18 issue

Observed arrival · 2026-09-18

Market Category Booster, one taxonomy level at a time

market-category-booster.com Visit website
Editorial interest 84/100 Selection signal · not a rating of the site

A pay-per-call API and MCP server that turns product descriptions into complete marketplace taxonomy paths.

Landing page captured for the 2026-09-18 issue.
For
Marketplace developers and autonomous shopping agents
Worth noticing
Each descent step is separately metered, with a 14,000-token request budget and a reported $0.048 per-call price.

Field notes

The service models categorization as repeated choices among the children of one marketplace node, rather than asking a model to classify against an entire tree at once. Its example spends 1,233 of a 14,000-token budget across four levels, while the response preserves each store category ID. The homepage also documents an x402 exchange in which a caller learns the price from a 402 response and retries with signed payment metadata.

Observed signals

Read the marks

Editorial observations of this landing page, not a rating.

OpenPublic substance visible
$PaidCommerce or pricing visible
PrettyNotable craft visible
ProPolished or operationally mature
NicheUnusually specific use

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market-category-booster.com

Landing page observed 2026-09-18. The live site may have changed.