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Privacy AI Prompts

How this AI Prompt Uncovered Major Privacy Risks in Minutes

Daniel Barber - July 16, 2025

What if an AI could give you the same privacy insight as a seasoned regulator—instantly?

That’s exactly what I tested using Google Gemini. With just a 221-word prompt, Gemini generated a 17-page privacy risk report in under four minutes. The output was sharp, structured, and thorough—more like something you’d expect from a regulator than a chatbot.

I ran the prompt on a major brand’s website. The results? A full audit that rivaled a formal compliance assessment, complete with clear red flags and actionable next steps.

Here’s what the report surfaced:

  • GDPR, CCPA, and other states
  • Cookie banner models by region (opt-in vs. opt-out)
  • Transparency gaps in consent UX
  • Dark patterns that push users toward “Accept All”
  • Enforcement trends + recent fines for similar violations
  • A checklist of fixes mapped to each regulatory failure

In short, the AI turned into a privacy analyst. And a pretty good one.

Whether you’re managing global privacy compliance or evaluating your company’s cookie consent framework, this prompt gives you a powerful new way to pressure test your approach.

Google Gemini Deep Research Privacy Prompt

(1) Generate a comprehensive report titled “Strategic Assessment and Recommendations for COMPANY NAME’s Cookie Consent and Data Privacy Compliance” for a Privacy Leader.

(2) Include an Executive Summary highlighting overall regulatory risk, critical non-compliance areas (GDPR/ePrivacy, CCPA/CPRA), and potential impact (fines, reputation), citing recent enforcement actions.

(3) Provide an Introduction detailing the report’s purpose and scope (focusing on COMPANY_DOMAIN), and an overview of GDPR/ePrivacy (explicit, prior, granular consent, no dark patterns) and CCPA/CPRA (opt-out for general, opt-in for sensitive/minors, GPC).

(4) Detail COMPANY NAME’s stated cookie and data practices, including cookie types and purposes, collection/use/disclosure of personal data (especially sensitive data like fitness/geolocation), and stated user controls/opt-out mechanisms, noting any inconsistencies.

(5) Assess COMPANY NAME’s cookie banner against regulatory standards, analyzing consent mechanisms (affirmative vs. implied, opt-in vs. opt-out by region), transparency, granularity, ease of opt-out/withdrawal, and presence of dark patterns.

(6) Discuss prior consent implementation, evaluating whether non-essential cookies are blocked before consent, and the implications of any shortcomings.

(7) Summarize regulatory enforcement trends, providing specific examples of recent fines (e.g., Google, Facebook, Sephora, Honda, Todd Snyder, Healthline) for cookie non-compliance and their implications for COMPANY NAME.

(8) Conclude with actionable, strategic recommendations for enhanced compliance, covering GDPR/ePrivacy opt-in, CCPA/CPRA opt-out/sensitive data, transparency, and robust consent management/monitoring.

Interpreting your results
While Gemini can reveal threads you should follow and investigate further, it’s not a replacement for a privacy program. Specifically, keep in mind:

  1. Check any footnotes Gemini includes. Generative AI, including Gemini, has been known to hallucinate URL sources, even when information is otherwise accurate.
  2. If the report includes superscripts that don’t include links, observe these sections with extra scrutiny.

Don’t take these cautions to mean you can’t use the report: use the report as a highly efficient starting point. This AI prompt is intended to inform early discussions on potential privacy concerns at your business, but it should not be considered exhaustive or perfectly accurate. You can use the report to help you prioritize your own investigation and problem-solving.

Why It Matters

Privacy professionals are facing more scrutiny than ever. With this prompt, you can use AI to anticipate enforcement risk, audit UX flows, and even guide strategic conversations with product, legal, and engineering.

It’s hard to stay on top of privacy risks you can’t even see. DataGrail gives you full visibility into your entire tech stack, highlights where risks and personal data may be hiding, automates tedious processes, and makes sure you’re staying compliant. Learn how DataGrail can help your team stay compliant and build trust.

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