Network Cleaner automatically enriches your connections in the background, adding company, location, school, and follower count to each profile. Here's what that means and how it works.
LinkedIn only gives Network Cleaner five fields by default: first name, last name, headline, profile ID, and connection date.
Those five are always complete. Company, location, school, and follower count are the ones that come from enrichment.
To get them, Network Cleaner visits each profile in the background and pulls the additional data. Until enrichment has run for a connection, those fields will be empty. That includes the table inside the extension and any CSV export.
LinkedIn detects automation. If Network Cleaner fetched hundreds of profiles per minute, your account would get flagged.
To keep your account safe, enrichment runs at a limited pace with randomized delays. It runs quietly in the background while you use LinkedIn normally.
Most will. But LinkedIn sometimes hides company or school from our parser, even when they appear on the profile page itself. There's nothing we can do about that. Follower count and location are more reliable.
If a connection has been enriched and a field is still empty, that's why.
Look at the progress bar next to your profile picture inside the extension. It shows the percentage of your network enriched so far, today's count, and an estimated completion time.

Nothing special. Keep your browser open and use LinkedIn normally. The further along enrichment is, the more data you'll see in the table and in any export.
You can filter, browse, and export at any time. Connections that haven't been enriched yet will have those fields empty. Come back later and they'll be filled in.
Yes. Enrichment runs automatically and costs nothing.
The paid feature is the CSV export.