# Bulk import with AI mapping

A fast start: upload Excel or CSV lists (articles, addresses, images) — the AI maps the columns.

Nobody types in a hundred articles or a thousand images by hand. miegroup accepts spreadsheets, maps the columns itself and shows what will happen before anything is applied.

- Import from Excel or CSV, images by link or inside an archive.
- Column mapping is proposed and can be checked before applying.
- Images are downloaded, converted and stored in all sizes.
- New entries start offline — you release them after checking.

## FAQ

### Which files can I import?

Excel and CSV for items, addresses and impressions, plus ZIP files with images and documents. BMEcat catalogues and manufacturer lists by URL can be read in as well.

### Do I have to adapt my spreadsheet to a format first?

No. The AI checks the structure, recognises the columns and proposes the mapping; you confirm or correct. Unclear rows are reported instead of being silently imported.

### What happens with errors in the import?

The import runs as a job with a log: every row has a result, faulty rows can be corrected and re-imported. Nothing is published before you approve it.

Canonical: https://miegroup.net/en/solutions/massenimport
Source: miegroup (https://miegroup.net)