E-commerce
Customers
Repeat e-commerce buyers: identity, contact, default shipping, lifetime stats.
Schema
Fields
9 canonical fields with multilingual hints and field-level validators. Any source column that resolves to one of these is mapped automatically by the cascade.
| Column | Type | Required | Hints / validators |
|---|---|---|---|
id | string | yes | — |
email | yes | e-mail · mail · correo · courriel · email | |
first_name | string | — | vorname · prenom · prénom · nombre · given name |
last_name | string | — | nachname · nom · cognome · apellido · surname |
phone | phone | — | telefon · téléphone · telefono · phone · mobile · phone |
default_shipping_address_id | string | — | — |
created_at | date | — | — |
lifetime_orders | number | — | anzahl bestellungen · nombre de commandes · numero ordini · número de pedidos |
lifetime_value | number | — | lifetime value · umsatz gesamt · chiffre d'affaires total · ricavi totali · valor total |
Sample
Example data
8 rows, mixed headers, lifetime stats. Fully synthetic — safe to share, commit, and run in CI.
Download the fixture and drop it into the Workbench, or POST it straight to the API to watch the cascade resolve a real, deliberately-messy header row.
customers_sample.csvcustomers_v1Try it
Use it
Map a file to this template with one call. The cascade resolves most columns for free on the deterministic layers; only the leftovers reach the metered LLM.
POST the file with template=customers_v1 to /v1/uploads. Schema-only mode sends only headers plus a few clamped sample rows; full-data mode runs row-level AI in-region under a BAA and spends a few tokens per map from your prepaid wallet.
curl -X POST https://api.adaptivmapr.com/v1/uploads \
-H "Authorization: Bearer $ADAPTIVMAPR_API_KEY" \
-F "file=@customers_sample.csv" \
-F "template=customers_v1"Drop AdaptivMapr into Cursor or Claude Desktop and call the same cascade as an MCP tool. Schema-only calls leave only column names and a few clamped samples — a data-minimization mode by design.
adaptivmapr.match_headers({
template: "customers_v1",
headers: ["first_name", "last_name", /* ... */]
})Ready when you are
Put customers in production — without shipping raw records.
Spin up a key in minutes. Schema-only mapping runs on the free deterministic cascade; a $10 prepaid wallet covers the metered layer when you need it.