# How AvaMinder Works

AvaMinder adapts e-commerce product catalogs for English-speaking markets (US, UK, Australia, Canada).

## Workflow
1. Provide Catalog Data:
   - Export CSV, Excel (.xlsx), JSON, or TXT from your existing storefront or PIM, or paste product text directly.

2. Adaptation Pass:
   - Deterministic unit math: Exact arithmetic conversion for dimensions (inches to cm), volume (oz to mL), weight (oz/lbs to g/kg), and temperature (°F to °C).
   - Regional lexicon adaptation: Contextual vocabulary adjustments (e.g. diaper → nappy, pants → trousers) for target markets.

3. Review & Apply:
   - Customers receive market-ready drafts accompanied by exact per-market diffs.
   - Operators review and approve all updates before applying them to their store.
   - No changes publish automatically.

## Machine Manifests
- Capabilities: https://avaminder.com/capabilities.json
- Connectors: https://avaminder.com/connectors.json