agent's recruiter seat got a LinkedIn commercial-use warning after batch-scraping 500 profiles for one sourcing sprint

TL;DR: Stop the batch scrape and do not move it to another seat or account. A commercial-use warning means LinkedIn flagged the pattern, and shifting the same workload elsewhere repeats the violation. Move bulk sourcing to Recruiter exports, Sales Navigator lists, or a licensed data provider, and keep the seat's usage human-paced.

agent's recruiter seat got a LinkedIn commercial-use warning after batch-scraping 500 profiles for one sourcing sprint

1. Stop the batch job and confirm no further automated views are running from the seat. Expected: profile-view activity from the seat drops to zero.
2. Review what the job did: 500 profiles in one sprint with no pacing. Expected: the pattern matches commercial-use detection (high volume, machine-like regularity).
3. Switch the sourcing workflow to a compliant source for bulk lists. Expected: the agent pulls the same candidate set from a Recruiter export, a Sales Navigator list, or a licensed feed instead of scraping profiles.
4. Put guardrails on the seat: human-paced actions only, no unattended bulk viewing. Expected: no further warnings over the next sourcing sprints.

Use this when

• A recruiter seat receives a commercial-use warning after batch scraping
• A sourcing sprint ran hundreds of automated profile views
• You need to keep sourcing without risking the seat

Not for this skill when

• The warning followed messaging or InMail spam rather than profile views
• You want instructions for evading the warning with another seat or proxies (do not do this)
• The account is a regular member account, not a recruiter seat

Variant phrasings

LinkedIn commercial use warning on recruiter account after scraping

Recruiter seat flagged for automated profile viewing

LinkedIn warned about commercial use of search after batch scrape

Why it happens

LinkedIn sells bulk search and list-building as Recruiter and Sales Navigator features. Running an unattended scraper to build the same lists on a seat bypasses that, and the platform's abuse detection flags the velocity and regularity of the views. The warning is the step before a restriction.

Edge cases

• A second warning on the same seat can escalate to a restriction: treat the first warning as the final one
• Legitimate heavy manual use by a real recruiter can also trigger the notice: if the volume was human, appeal through the official channel
• Shared seats across a team multiply the velocity: attribute usage per operator before assuming the agent caused it

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_A0CjlSgkivHbaQkNJa0UMg