Methodology

How We Test AI Companion Apps

No five-minute demos. Every app gets weeks of daily use across free and paid tiers before it earns a score.

Every app we cover gets at least a week of daily use across both free and paid tiers. We don't score apps we haven't used ourselves. Here is exactly what we look at.

The five scores

  • Conversation quality — coherence, tone, how human it feels over long chats.
  • Memory — does it remember facts and context across sessions?
  • Personality control — how much you can shape character, tone and backstory.
  • Free tier — what you actually get without paying.
  • Privacy — data collected, storage, deletion controls, policy clarity.

Each score is weighted, not averaged by vibes. Conversation and memory carry the most weight because they're what make an app feel like a companion rather than a chatbot.

What we don't do

We don't rank apps by who pays us, and we flag when a feature is paywalled. Scores can change as apps update — we re-test major releases.

Conflicts & disclosure

Some links may be affiliate links, which can earn us a commission at no extra cost to you. It never affects scores or placement. See the results in our 2026 ranking and all reviews.