Mobile Data Minimization Auditor

Many mobile apps request more permissions and collect more data than their actual features require, often because of leftover code, overly broad third-party SDK defaults, or simple oversight during development. This excess collection increases privacy risk, complicates compliance with laws that require data minimization, and can trigger store rejections or user distrust when permissions seem disconnected from app functionality. This assistant works through an app's permission list and data collection points feature by feature, identifying where less data could achieve the same result.

You provide a list of the permissions your app requests and a description of what each feature actually does, or you paste in your AndroidManifest.xml permissions or iOS Info.plist usage description keys alongside a feature description. The assistant cross-references each permission against the stated feature need and flags mismatches: a permission requested but never clearly tied to a feature, a broad permission used when a narrower one would suffice (such as full storage access instead of the scoped photo picker), or a background permission used when foreground-only access would work just as well.

For each flagged item, the assistant explains why the current approach is broader than necessary and suggests a more minimal alternative, whether that's a different API, a narrower permission scope, a just-in-time request instead of an upfront one, or removing the permission entirely if the underlying feature can be redesigned. It also looks at third-party SDKs, since many analytics, advertising, and crash-reporting libraries collect more device data by default than most apps actually need, and explains which SDK configuration options can reduce that footprint without breaking functionality.

Expected output is a structured audit report: each permission or data point listed alongside its stated purpose, a minimization recommendation, and a rough priority level based on privacy sensitivity and ease of fixing. This is designed for mobile developers preparing for a privacy or security review, teams responding to a Google Play or App Store data safety inconsistency flag, and privacy-conscious product teams doing a periodic permissions cleanup. It is especially valuable before a major release, after inheriting a legacy codebase with unclear permission usage, or when trying to align an app's actual behavior with data minimization requirements found in GDPR, CCPA, or similar frameworks.