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Quick take

How tech products actually collect and monetize personal data, what privacy regulations like GDPR and CCPA changed, and practical steps to limit data collection.

Part of our General Tech Concepts Every Buyer Should Understand guide.

Data privacy in tech products has moved from a niche concern to a mainstream consideration for most buyers, driven by a steady stream of data breaches, regulatory action, and growing public awareness of how much personal information modern devices and services actually collect. Understanding the basic categories of data collection, and what recent regulations have changed, helps translate a vague sense of privacy concern into concrete, actionable decisions.

What Kinds of Data Tech Products Typically Collect

Modern connected devices and apps commonly collect several broad categories of data: usage data (how and when a product is used, which features get accessed), device and technical data (hardware specifications, operating system version, unique device identifiers), location data (sometimes precise GPS coordinates, sometimes broader inferred location), content data (photos, messages, voice recordings, browsing history, depending on the specific product), and increasingly, behavioral and inferred data, where a company uses collected data to build predictive profiles about interests, habits, or even emotional and health states, sometimes extending well beyond what a user directly and knowingly provided.

Why This Data Gets Collected in the First Place

Data collection generally serves a mix of legitimate product functionality purposes, like a fitness app needing activity data to actually function, and separate commercial purposes, like building advertising profiles, training AI models, or generating data that gets sold or shared with third parties, sometimes disclosed clearly in a privacy policy and sometimes only apparent after closer scrutiny or investigative reporting. Distinguishing between data collection that’s genuinely necessary for a product to work and data collection that primarily serves a separate commercial purpose is a useful lens for evaluating whether a specific product’s data practices feel proportionate to its actual function.

What GDPR and CCPA Actually Changed

The European Union’s General Data Protection Regulation (GDPR) and California’s Consumer Privacy Act (CCPA), along with similar laws that have followed in other jurisdictions, established specific legal rights around personal data that didn’t previously exist in many markets, including the right to know what data a company has collected, the right to request deletion of personal data, the right to opt out of certain types of data sale or sharing, and requirements for companies to obtain clearer, more specific consent before certain kinds of data collection. These regulations have pushed many companies to build more accessible data management and deletion tools into their products globally, since building separate systems for different regulatory regions is often less practical than applying similar controls more broadly, even though the specific legal rights guaranteed still technically vary by jurisdiction.

Practical Steps That Genuinely Reduce Data Collection

Reviewing and adjusting app permissions on phones (location, microphone, camera, contacts access) to only what’s genuinely necessary for each specific app’s function, opting out of ad personalization and data sharing settings where available, using a device’s built-in privacy dashboard or activity log (available on most modern phones) to see what’s actually been accessed and how often, and periodically reviewing and deleting stored data history, voice recordings, search history, location history, through account privacy settings are all concrete, accessible steps that meaningfully reduce ongoing data collection without requiring specialized technical expertise.

Reading a Privacy Policy Without Reading Every Word

Full privacy policies are notoriously long and dense, but focusing specifically on the sections addressing what data is collected, whether and with whom it’s shared or sold, and how to request deletion, rather than attempting to read the entire document in full, captures most of the practically important information a typical consumer actually needs to make an informed decision.

Bottom Line

Tech products collect a wide range of personal data spanning usage patterns, location, content and increasingly inferred behavioral profiles, some of it genuinely necessary for core functionality and some serving separate commercial purposes. Regulations like GDPR and CCPA have established real, actionable rights around this data in many jurisdictions, and taking a few concrete steps, adjusting app permissions, opting out of ad personalization, and periodically reviewing stored data, meaningfully reduces unnecessary data exposure without requiring deep technical expertise.

Sources

  • European Union GDPR and California CCPA official regulatory text and guidance
  • Federal Trade Commission consumer data privacy enforcement actions and guidance
  • Electronic Frontier Foundation, consumer privacy and data protection research
  • Independent tech product privacy policy analysis from consumer advocacy organizations

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