LinkedIn ABM: upload a target account list or build from job titles?

Say you've got a named list of a few hundred target accounts and a small budget. Do you upload it as a company audience or build targeting from job titles and company size?

I'd start with the account list. Titles alone spread the budget across a lot of companies that will never buy, and that matters even more when sales already knows the names. The catch is match rate. Uploaded lists often match only a fraction of the companies on the platform, so check how many accounts actually matched before you commit. A 40 percent match changes the math a lot.

I'd still layer titles on top inside the matched accounts, say only finance or ops decision-makers instead of everyone at the company.

Has anyone run both side by side long enough to see which one produces meetings, not just clicks?

Layering titles on a small budget is risky. Cut a matched list down to finance and ops decision-makers and you can end up with a few hundred people, and a group that small seeing the same ad every day gets expensive fast. A decent rule of thumb: if the layered audience falls under a couple thousand members, drop the title filter and let the account list do the work. Then put the effort into the creative, so it speaks to what those accounts actually care about. Titles only help when there's enough reach left to learn from.

Frequency is what drives cost here, more than audience size. On a small list, a frequency cap plus two or three rotating creatives will often fix the fatigue without giving up the title filter. I'd only drop the titles if the capped reach still can't spend the budget.

I'd make the rotation do more work too. On a small list, three creatives that all say the same thing just fatigue at the same speed. Give each one a different reason to care: one leads with the cost problem the finance person owns, another with the hours an ops lead loses each week, a third is a short case-study style clip. That way you learn which angle lands in the matched accounts instead of guessing from clicks.

Also look at the first line of the copy and the first second of any video. LinkedIn cuts the text off after a line or two, so if the hook sits lower, a lot of your frequency goes to people who never read past the fold. That's where a capped audience gets wasted.

Agreed on the angles, but I'd change what you count. On a few hundred accounts you won't get enough meetings per creative to tell them apart in any reasonable time, and person-level clicks are noisy too. One finance director clicking three times can make an angle look better than it is. Roll everything up to distinct accounts that engaged with each angle and judge on that. If three different accounts from the list respond to the cost-problem clip and only one responds to the case study, that's a signal. One person clicking repeatedly isn't.

It also lets you call a winner earlier, because account-level engagement moves faster than meetings. You can kill a weak angle after a week or two and move the budget to the one that's reaching new companies.