Use case
Turn incomplete CRM or list exports into complete profiles, with emails, mobiles, titles, and company data filled in.
The list is half blank. A row has a name and a company but no email, or an email but no phone, or a title from three jobs ago. It might be a CSV you just pulled, an export from an event, or records sitting in your CRM. Reps skip the incomplete rows, campaigns bounce, and the data you paid to collect sits unusable. Filling it in by hand, one contact at a time, never finishes.
Enrichment works on any list, a CSV or a CRM export, wherever the incomplete records live. If your job is to keep an existing CRM clean over time, validating and de-duplicating on a schedule, see CRM hygiene.
Feed in what you have, fill the gaps, and validate before the data goes back to work.
Upload a CSV of partial records and get the same rows back with missing emails, titles, and company data filled in. Rows it cannot complete are flagged.
Attach a verified business email where the record only has a name and company. No email found means no charge.
Add a verified mobile number from a LinkedIn URL or email, so records your reps need to call are reachable. No number found means no charge.
Verify every enriched email before you use it, so a freshly filled list does not bounce on the first send.
Say you export 500 event signups and half of them are just a name and a company. Here is the path from that file to a complete, sendable list.
Before, what you uploaded
| Name | Company | Title | Mobile | |
|---|---|---|---|---|
| Priya Shah | Brightloop | blank | blank | blank |
| Marco Lin | Cedarworks | blank | blank | blank |
After, what you get back
| Name | Company | Title | Mobile | Status | |
|---|---|---|---|---|---|
| Priya Shah | Brightloop | Head of Ops | pshah@brightloop.io | +1 415 555 0182 | Valid |
| Marco Lin | Cedarworks | VP Sales | m.lin@cedarworks.com | no match | Valid |
The same rows, returned complete. Blank fields filled where a match exists, every email carrying a validation status, and no-match cells left honest so you know exactly what is ready to work.
Every enrichment job runs on our own platform, so the scale below is what teams actually push through, not a spec-sheet estimate.