What is this?
Exclude Job Title is an Opteo Improvement for LinkedIn Ads. When a specific job title in your campaign is consistently generating poor results compared to your campaign group average, Opteo recommends excluding it — stopping your ads from showing to people with that title and redirecting your budget to better-performing audiences.
Why exclude job titles?
LinkedIn lets you target people by job title, which is one of its most powerful features for B2B advertisers. But not every title in a broad campaign will perform equally. A campaign targeting "Marketing Professionals" might convert well from Marketing Directors but consistently waste spend on Marketing Interns.
Identifying which titles are dragging down performance manually requires digging through segment data across multiple campaigns — a time-consuming process that's easy to overlook. Opteo does this automatically, surfacing the titles worth excluding so you can act on them in one click.
How does this Improvement work?
Opteo analyses job title performance across your LinkedIn campaigns using up to 365 days of data — the longest lookback window we use across any platform, which reflects LinkedIn's lower traffic volumes compared to search platforms.
We flag a job title for exclusion when:
Its CPA is more than 2x higher than your campaign group average
Or its ROAS is less than half your campaign group average
It has enough impressions for the data to be statistically reliable (minimum 30, scaling higher for accounts with more conversions — LinkedIn campaigns require a higher impressions threshold than other platforms before Opteo will act)
When those conditions are met, Opteo shows you the performance data for that title alongside your campaign group average, and lets you exclude it with a single click. The exclusion is applied at the campaign level via the LinkedIn Ads API.
If a job title is still relevant to your audience and you want to keep it in scope, you can dismiss the Improvement.
Technical notes
Why this recommendation appeared:
Job title CPA is more than 2x your campaign group average, or ROAS is less than half your campaign group average
The title has sufficient impressions to meet LinkedIn's higher data confidence threshold
The campaign is active and the title segment is enabled
Why you might not see this recommendation:
All job titles in your campaign perform within acceptable ranges
Insufficient impressions data — LinkedIn campaigns often need more data than other platforms before Opteo can make a confident recommendation
Only one job title is active in the campaign (Opteo won't recommend excluding your only audience segment)
How the analysis works:
Looks back up to 365 days of LinkedIn campaign data
Compares job title performance against the campaign group average (cost, conversions, and conversion value)
Applies a higher minimum impressions bar for LinkedIn than for Google Ads or Microsoft Ads, reflecting LinkedIn's lower traffic volumes
Exclusions are applied at campaign level