# Improved fake hardware detection with Vercel BotID

By Steven Van · 2025-08-15

The update is automatic for Deep Analysis users, though Vercel recommends upgrading to botid@1.5.2 for the latest client library.

Vercel BotID's Deep Analysis mode now uses an updated detection model that expands fingerprinting coverage for bespoke headless browsers and simulated device hardware, identifying stealthy automation frameworks and spoofed hardware profiles more accurately in real time. The update is live immediately for [Vercel](<https://creatorstoolbox.com/tools/vercel>) BotID Deep Analysis users with no action required, though Vercel recommends upgrading to **botid@1.5.2**. [Read more](<https://vercel.com/docs/botid>).

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[Original source](<https://vercel.com/docs/botid>)

[Read Improved fake hardware detection with Vercel BotID on Creators Toolbox](<https://creatorstoolbox.com/blog/vercel-improved-fake-hardware-detection-with-vercel-botid>)

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Canonical source: https://creatorstoolbox.com/blog/vercel-improved-fake-hardware-detection-with-vercel-botid