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BOT DOCUMENTATION

Borderlean Product
Research Bot

Transparent, responsible product information research supporting international trade compliance.

Operated by Borderlean LLC

Overview

Borderlean Product Research is an automated research crawler operated by Borderlean LLC. It retrieves publicly available product descriptions, technical specifications, and manufacturer documentation to support customs classification and international trade compliance research.

Bot Identification

The crawler uses Borderlean-identifying User-Agent strings:

  • BorderleanProductResearch/1.0
  • BorderleanCatalogResearch/1.0

Borderlean supports cryptographically signed HTTP requests through Web Bot Auth using Ed25519 signatures.

Responsible Crawling

Borderlean's crawler is designed to:

  • Respect robots.txt directives and website access restrictions.
  • Use controlled request pacing to minimize server load.
  • Stop when HTTP 403 or 429 restrictions are encountered.
  • Avoid bypassing authentication or security controls.
  • Maintain source attribution for research evidence.

Content Use

Product descriptions, specifications, and supporting information may be retained as research evidence and linked to their original sources. This information supports customs classification determinations and trade compliance analysis.

Borderlean does not operate this crawler for general-purpose foundation model training.

Website Operator Requests

Website administrators may contact Borderlean regarding crawler identification, access preferences, or request behavior.

Operator: Borderlean LLC
Website: borderlean.com
Contact: jenna@borderlean.com