Digital Twin
of Brand EquityBrand Marketing in the AI era

Privacy · Updated October 2, 2026

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Ryan Saghir operates Digital Twin of Brand Equity. For questions, corrections, deletion requests or help with subscription preferences, email ryansaghir@gmail.com.

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Cover of Digital Twin of Brand Equity by Ryan Saghir.

The book

Digital Twin of Brand Equity

How AI is rewriting brand perception, choice, and value.

By Ryan Saghir

Coming soon

Available in

  • Hardcover
  • Kindle
  • Audiobook