Trainer sharing with read-only progress visibility

Coaches often need visibility, but they do not need account-level control. Calora handles that separation by keeping trainer sharing read-only, which reduces the privacy and trust issues that come from shared credentials or over-scoped access.

This model is easier to explain to users because it matches a real-world boundary: let the coach see the progress summary, but keep private account actions private.

The public trainer route in the web app focuses on a weekly snapshot: tracked days, calorie totals, macros, weight changes, and daily trend rollups. That gives enough visibility for discussion without turning the web surface into a full trainer dashboard.

This keeps the web experience intentionally narrow while still supporting the accountability workflow that matters most.

For coaches, trainers, and nutrition professionals, read-only summary access is often enough to prepare a check-in. For clients, it is easier to say yes to that kind of visibility because it feels scoped and reversible.

That makes trainer sharing one of Calora’s clearest product differentiators for search intent around coach reports, accountability tracking, and read-only progress sharing.