Privacy-friendly analytics and AI alternatives
Analytics and AI both turn submitted data into a service, but the trust questions differ. Analytics decisions begin with collection and identifiers; AI decisions begin with prompts, retention, training use, models, and deployment.
Choose the problem before the product.
Website measurement
Use the Google Analytics guide when the decision concerns cookies, identifiers, hosting, historical data, attribution, and reporting depth.
AI assistance
Use the ChatGPT guide when prompt retention, training use, model capability, local deployment, and workspace migration matter.
Shared governance question
In both categories, document what data enters the service, who can access it, how long it remains, and what is lost when you leave.
Continue with the right guide.
Each guide compares three defensible choices, a baseline, the migration risk, and reasons to stay.
Privacy-friendly Google Analytics alternatives
Plausible, Umami, and Fathom across aggregate measurement, self-hosting, migration, and reporting limits.
Privacy-friendly ChatGPT alternatives
Proton Lumo, Claude Team, and Open WebUI across hosted privacy, capability, and deployment control.