Brinley Institute
← Evidence Library

Crawler Exposure

Bot traffic patterns, scraping activity, and web signal classifications.

T2 — Journalism / surveylinkedin
90% confidence

LinkedIn's User Agreement explicitly prohibits scraping, crawling, or any use of automated tools to extract data from the platform, regardless of whether the data is publicly visible. LinkedIn deploys technical countermeasures including bot fingerprinting, rate limiting, CAPTCHA, and behavioral analysis to detect and block automated access — making the platform a significant generator of bot-related web signals.

· 2024

LinkedIn· Jan 2024
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T1 — Screenshot / anecdotelinkedin
96% confidence

The Ninth Circuit Court of Appeals held in hiQ Labs v. LinkedIn (2022) that the Computer Fraud and Abuse Act (CFAA) does not prohibit scraping of publicly accessible LinkedIn profile data, because "without authorization" in the CFAA refers to access restriction akin to trespass, not mere violation of terms of service. The ruling affirmed a preliminary injunction barring LinkedIn from blocking hiQ's scraping operations.

· 2022

United States Court of Appeals for the Ninth Circuit· Apr 2022
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