Review Management and Data Privacy: What GDPR and CCPA Require

When you collect a customer's email address or phone number and use it to send a review request, you're processing personal data. That processing is subject to privacy regulations — specifically GDPR if you serve customers in the EU/EEA, and CCPA/CPRA if you serve California residents.

Most small businesses haven't thought carefully about the intersection of review management and privacy compliance. Here's what you actually need to know.

Note: This article is informational and not legal advice. Consult a privacy attorney for guidance specific to your business.

What Qualifies as Personal Data in a Review Management Context

Under both GDPR and CCPA, "personal data" (GDPR) or "personal information" (CCPA) is defined broadly. In a review management context, the following typically qualifies:

• Name: Both first/last name and username if linked to a transaction record
• Email address: Any email you collected during a transaction or service interaction
• Phone number: Mobile numbers used for SMS review requests
• Transaction data: Purchase history, service records, appointment dates
• Behavioral data: Whether a customer opened a review request email, clicked a link, or submitted a review

If you're connecting customer records to a review management platform — which is how most automated review collection works — you're sharing personal data with a third-party processor, which has specific compliance implications.

Consent Requirements Under GDPR

GDPR requires a lawful basis for processing personal data. For sending marketing or feedback communications (including review requests), the two most commonly applicable bases are:

Legitimate interests: You have a legitimate business interest in collecting feedback from customers who have recently purchased from you, and that interest is balanced against the customer's interest in not being contacted. This basis is commonly used for post-transaction review requests to existing customers in B2C contexts. It requires a Legitimate Interests Assessment (LIA) to document the balance.

Consent: Explicit, specific, freely given consent to receive review request messages. This is the cleaner legal basis but requires that you collect consent at the time of the transaction and maintain records of that consent.

Key GDPR requirements for review request programs:

• Include a clear unsubscribe mechanism in every message
• Honor opt-out requests promptly (within 30 days at most)
• Maintain records of your lawful basis
• Include reference to your privacy policy in the request message

If you're operating under legitimate interests rather than consent, you must include an easy way for customers to object to the processing (effectively an opt-out) in every communication.

CCPA and CPRA Requirements

The California Consumer Privacy Act (CCPA) and its extension (CPRA) apply to businesses that meet certain size or revenue thresholds and serve California residents.

For review management, the key CCPA/CPRA requirements are:

Right to opt out of sale or sharing: If your review management platform shares customer data with third parties for cross-context behavioral advertising (even if unintentionally through their tech stack), California residents have the right to opt out. The "Do Not Sell or Share My Personal Information" mechanism on your website needs to cover this data flow.

Right to know: Customers can request to know what personal information you've collected, how it's used, and who it's been shared with. Review request activity falls within the scope of this right.

Right to delete: Customers can request deletion of their personal information, including contact data used for review requests. You must honor these requests and communicate them to your review management platform (who must also delete).

No retaliation for exercising rights: You cannot make service or pricing contingent on a customer allowing you to use their data for review requests.

CCPA/CPRA does not require prior consent for B2C review requests (unlike GDPR's consent basis), but it does require opt-out mechanisms to be honored.

Data Retention Policies

Both GDPR and CCPA/CPRA are informed by data minimization principles — you shouldn't keep personal data longer than necessary.

For review request programs, practical retention guidance:

• Customer contact data used for review requests should be retained only as long as the customer relationship is active plus a reasonable post-relationship window (commonly 12–24 months)
• If a customer opts out of review requests, remove them from your active request list immediately — retention of opted-out records should be limited to the minimum necessary to honor the opt-out
• Transaction records tied to a review request attempt should follow your general transaction data retention policy

Document your retention schedule. If a regulator or plaintiff asks "how long do you keep this data and why," you need an answer.

What to Include in Your Privacy Policy

Your privacy policy should specifically address review management activities. Cover:

• That you collect customer contact information during transactions
• That this information may be used to send feedback or review requests
• The lawful basis for this processing (for GDPR)
• How customers can opt out of review requests
• Whether you share this data with third-party review management platforms (and if so, that those platforms act as processors or third parties)
• How long you retain this data
• Contact information for data rights requests (access, deletion, correction)

If you're using a third-party review management platform, that platform should be listed or categorized in your privacy policy under "service providers" or "processors."

Choosing a Compliant Review Management Platform

When evaluating review management platforms, ask:

1. Do they offer a Data Processing Agreement (DPA)? Required for GDPR compliance when sharing personal data with a processor.
2. Where is customer data stored and processed? Data stored outside the EU may require additional transfer mechanisms under GDPR.
3. How do they handle deletion requests? Can they delete a specific customer's data on request?
4. Do they maintain SOC 2 or ISO 27001 certification? These indicate baseline security practices.
5. What are their data retention defaults? Can you configure retention periods?

A platform that can't answer these questions confidently is a compliance liability.

The privacy compliance overhead for review management is real but manageable. The core requirements — lawful basis, opt-out mechanisms, retention limits, privacy policy disclosure — apply to most marketing email programs and aren't significantly more complex for review requests. Getting the basics right protects your business and respects your customers.

Laudy is built with privacy compliance in mind — including DPA support, opt-out management, and data retention controls. Learn more and sign up at /signup.