Verified nutrition first
Barcode, USDA, official chain data, corroborated web, and LLM fallback all sit behind tiered confidence labels instead of one mystery answer.
GemFit.ai
powered by GemFit.ai
GemFit is the web home for GemFit.ai: verified nutrition resolution, micronutrients, workout logs, coach plans, progress reports, and a social feed built on the same IronFeed database your app already uses.
Same account system and Supabase project. Different front door, built for fitness.
Live social feed
Maya hit 145g protein and posted her prep
12 comments
Coach Ryan dropped a lower-body hypertrophy plan
Saved 48x
GemFit.ai found a vitamin D gap in Alex’s week
Report shared
Macros
tiered
Plans
public
Reports
export
Barcode, USDA, official chain data, corroborated web, and LLM fallback all sit behind tiered confidence labels instead of one mystery answer.
Log workouts, personal records, assigned plans, coach notes, and body metrics in the same workspace as food and recovery.
Profiles, follows, posts, comments, likes, saves, public plans, and community channels are already backed by the IronFeed database.
Progress reports include macro trends, micronutrients, training volume, body metrics, and CSV/PDF-style sharing paths.
Logged-in users skip the marketing page and land straight in the GemFit.ai feed. New users see the promise first, then enter the same authenticated app.
Enter GemFit
Not a prototype shell
The database is already doing the heavy lifting.
GemFit does not need a separate fake community or a second user system. It sits on the same IronFeed tables for food, training, plans, AI chats, posts, follows, reports, and profile identity.