# Sauna Finder

Use this app when someone wants a cross-brand infrared sauna recommendation based on placement, capacity, one to three goals, wavelength, form factor, EMF priority, and budget.

The result ranks up to three Outliyr Products records. Placement and capacity are required for every displayed product. Exact form and wavelength fits rank first; alternatives may relax form or wavelength only when the tradeoff is stated. Goal and budget have the strongest ranking influence; EMF evidence is a smaller factor and missing EMF data is neutral.

Recommendations use the live Outliyr Products feed. The research manifest is not a production fallback, and the app does not invent prices, specifications, product images, or hands-on experience.

Agent affordances:

- Browser model context: `document.modelContext.sauna-finder`
- Tools: `sauna-finder.getResult`