Messy CSV Schema Mapper
Messy CSV Schema Mapper helps developers build smoother CSV import workflows by turning inconsistent spreadsheet headers and representative sample rows into reviewable mapping suggestions with confidence scores, warnings, and safe transformation hints.
Messy CSV Schema Mapper endpoints
| Method | Endpoint | Description |
|---|---|---|
| health | ||
| GET |
getHealth /health |
Checks whether the API is online and ready to receive requests. Use this for uptime checks and RapidAPI marketplace verification. It has no request body and intentionally stays… |
| v1 | ||
| POST |
validateRecord /v1/validate-record |
Validates one already-normalized, target-shaped record against required fields and supported type expectations. Use this after a user accepts or edits mappings, or before writing… |
| POST |
inferSchema /v1/infer-schema |
Infers likely source field types from CSV headers and representative sample rows. Use this before mapping when you need to classify uploaded columns, build an import preview, or… |
| POST |
normalizeRecord /v1/normalize-record |
Applies caller-supplied mappings and allowlisted transformations to one source record for import preview. Use this after /v1/map-headers and user review to show exactly how one… |
| POST |
mapHeaders /v1/map-headers |
Maps messy source CSV headers to a caller-supplied target schema and returns reviewable mapping decisions. Use this when the application already knows the target schema and needs… |
Messy CSV Schema Mapper pricing
| Plan | Price | Rate limit | Quotas |
|---|---|---|---|
| BASIC | Free | — |
|
| PRO | $9 / month | — |
|
| ULTRA | $29 / month | — |
|
| MEGA | $79 / month | — |
|