Job title and seniority reporting on LinkedIn: how to read it and what to exclude
How to read LinkedIn's job title, seniority and job function breakdowns for ABM: what the numbers mean, their limits, video completion by title, and a practical rule for which titles to exclude.
LinkedIn reports impressions, clicks, engagements and spend by job title, seniority and job function. For ABM this is the check that your budget reaches the buying committee, not just the right companies. Read it over 30 to 90 days, compare titles by engagement rate rather than volume, and exclude titles that take meaningful spend with no engagement. Don't over-prune: some roles that never click still influence the decision.
What LinkedIn reports, and its limits
LinkedIn's reporting API breaks performance down by member professional demographics: job title, job function, seniority, company, industry, company size and location. Campaign Manager shows the same data in its demographics view.
Four limits from LinkedIn's own documentation shape how you read it (LinkedIn Marketing API):
- Approximate. Professional demographic metrics are approximate to protect member privacy. Daily figures won't sum exactly to a period total.
- Minimum of 3 events. Values with fewer than 3 events are dropped. A title that got two impressions doesn't appear.
- Top 100 per creative per day. If an ad reaches 1,000 different titles in a day, only the 100 with the most impressions are returned for that day.
- Delayed. Demographic metrics can arrive 12 to 24 hours after the impressions. Professional demographics data is retained for two years.
The practical consequence: title reports are reliable for the titles that matter most by volume, and unreliable for the long tail. Use them to find big leaks, not to fine-tune single impressions.
Read seniority first
Seniority is the coarsest cut and the quickest to act on. LinkedIn's seniority levels run from Unpaid and Training through Entry, Senior and Manager to Director, VP, CXO, Partner and Owner.
Look at the share of spend by seniority for each ABM campaign:
| Pattern | What it usually means | What to do |
|---|---|---|
| A noticeable share on Unpaid, Training or Entry | Seniority targeting is missing or an audience was attached without it | Exclude those three levels |
| Most spend on Senior and Manager, little on Director+ | Targeting by job function without seniority | Decide whether managers evaluate tools in your category; if not, restrict |
| Director+ dominant, very low engagement | Right people, wrong message | Change creative, not targeting |
| CXO takes a large share at high CPM | Executives are expensive and scarce | Fine for tier 1; consider a separate campaign so you control the budget |
Excluding unpaid, training and entry-level members is one of the safest cuts in ABM. Students, interns and new graduates at your target accounts very rarely buy B2B software.
Then job function
Job function tells you whether you're reaching the departments that buy. If you sell finance software and 30% of spend lands on Engineering, either your targeting is too loose (titles matched across functions) or audience expansion is on. Check both.
Function is also the best place to spot the second wave of a buying committee. If Information Technology engages more than expected on a finance product, you've probably found the security or integration reviewer. That's a reason to add an IT-focused message, not to exclude them.
Then job titles
Title is the most detailed and the noisiest cut. Read it in this order:
- Sort by spend. The top 20 titles usually account for most of the budget. Focus there.
- Compare engagement rate, not clicks. Engagements divided by impressions (likes, comments, shares, clicks). A title with 2,000 impressions and 10 engagements is behaving differently from one with 2,000 and 60.
- Look for clusters. "Recruiter", "Talent Acquisition Partner" and "HR Business Partner" are the same leak under three names. So are "Software Engineer", "Senior Software Engineer" and "Developer" on a non-technical product.
- Check the seniority of the title. "Analyst" is junior in some companies and mid-level in others. Function plus seniority often explains a title better than the title alone.
A practical exclusion rule
You need a rule that avoids both over-pruning and leaving leaks in place. One that works well for most programs:
The 200-impression floor matters. Below that, zero clicks is normal even for the right people: with a CTR around 0.4% (the median for single image ads in one 211-company dataset), 200 impressions would produce less than one click on average. The buying-committee check stops you from excluding a CFO because CFOs rarely click ads.
IntentBid uses the same rule for suggestions: titles with 200+ impressions and no clicks in the last 90 days are suggested in Exclusions and per campaign in Spend Guard, with the spend they took. You decide which to exclude.
Titles you'll usually exclude
For most B2B products sold to a business function:
- Students, interns, trainees (handled by excluding junior seniorities)
- Recruiters and talent acquisition, unless you sell HR or recruiting tools
- Sales development and account executives at target accounts, unless you sell to sales
- Engineers and developers on non-technical products
- Consultants and freelancers, if your list is companies and not agencies
Titles you shouldn't exclude even if they don't click
- Economic buyers (CFO, CIO, VP-level budget owners)
- Procurement and vendor management, late in a cycle
- Security and IT reviewers on any product that touches data
These roles read and remember; they just don't click. Judge them by engagement rate and by whether their accounts move to later stages.
Video completion by title
For video ads, LinkedIn's reporting API has video starts and views through the first quartile, midpoint, third quartile and completion, where completion means 97 to 100% of the video (LinkedIn Marketing API). Broken down by title or seniority, this is one of the most useful creative diagnostics you have:
- High starts, low 25%: the opening seconds don't hold that role. Rewrite the hook for them.
- Good 50%, poor 100%: the middle works, the ending doesn't. Shorten it, or move the point earlier.
- One title completes far more than others: that's who the video is really for. Consider a dedicated campaign with that title and a sharper message.
IntentBid's job titles view shows, for each title, seniority or function, the share of video starts that reached each point, next to impressions, clicks, engagements and spend.
Read title data alongside account data
A title report on its own can mislead. Ten engaged finance managers at one large account look like strong title performance, but it's one account. Always pair the title view with account reach: are these engaged titles spread across many target accounts, or concentrated in a few?
That's why IntentBid shows job titles inside Account engagement, next to per-company impressions and stages, and why a daily frequency cap per account makes the title data more representative: delivery is spread across more companies.
A monthly routine
- Open the seniority breakdown for each ABM campaign. Fix any junior spend.
- Open job functions. Check that the top three functions match your buying committee.
- Open job titles, last 90 days, sorted by spend. Mark titles that meet the exclusion rule.
- Check marked titles against your buying committee list. Exclude the rest across all campaigns.
- For video campaigns, compare completion by title and note one creative change.
- Write down what you excluded, so next month you can see whether engagement rate improved.
FAQ
Why doesn't my title report add up to the campaign total?
LinkedIn's demographic data is approximate, drops values under 3 events and returns only the top 100 values per creative per day. The campaign total includes all impressions; the title breakdown doesn't.
Should I target by job title or by function and seniority?
For most ABM programs, function plus seniority reaches more of the buying committee with less upkeep. Add specific titles for roles that functions miss. Use title exclusions to clean up.
How long should I wait before excluding a title?
Until it has enough impressions to judge, which is why a floor like 200 impressions over 90 days is useful. For new campaigns, wait at least two to four weeks.
Does excluding titles shrink my audience below LinkedIn's minimum?
It can, on small lists. LinkedIn says a campaign on an uploaded company list can serve once it reaches 300 matched members (LinkedIn Marketing API). If exclusions push you near that, add functions or seniority levels rather than removing exclusions.
Can I see which person engaged?
No. LinkedIn reports titles, functions and seniority in aggregate, never individual members, and IntentBid doesn't identify people either.