We have spent
Free to read. No form, no email, no call. Nobody had written this for frontline hiring, so we did.
Job boards reach the people who are actively looking. So does every company you compete with, on the same day, for the same people. The rest are reachable, just not there.
That comes from the SCE Labor Market Survey, Federal Reserve Bank of New York, not from the recruiting industry. The share still looking is falling: 23.8% last reading, 22.5% now.
Check it yourself: the survey and its data are public. We use it instead of the usual "70% of the workforce is passive", which traces back to one job platform's own research.
You describe the job, not the audience. Meta finds the people. That used to be the hard part, and the reason most employers gave up. The ads got quicker too: what was a week of production is now an afternoon.
Check it yourself: Meta reports about a 22% lift from its automated targeting. That is Meta's own figure, not independent, so treat it as directional. Coverage: the February 2025 update and how the targeting works.
Counts of live ads in Meta's public Ad Library, US, on the day we looked:
| Search | Live ads | Checked |
|---|---|---|
| hiring CDL drivers | ~8,500 | 2026-08-21 |
| hiring nurses | ~1,000 | 2026-08-19 |
| hiring caregivers | ~950 | 2026-08-19 |
| hiring electricians | ~430 | 2026-08-19 |
| hiring accountants | ~170 | 2026-08-19 |
If you hire drivers, nurses, caregivers or trades and you are not running social ads, your competitors already are.
These count ads, not employers. One employer can run many at once. The numbers move day to day, so go and get today's rather than trusting ours.
What the traffic actually costs. Our own Meta campaigns, grouped by role.
| If you hire | Expect roughly |
|---|---|
| Trucking and CDL | $0.50 to $0.93 |
| Nursing | $0.30 to $0.56 |
| Skilled trades | $0.22 to $0.41 |
| Retail and customer service | $0.21 to $0.39 |
| Caregiving and home care | $0.17 to $0.32 |
| Allied health and clinical support | $0.17 to $0.31 |
| Security thin sample | $0.17 to $0.31 |
| Warehouse and logistics | $0.15 to $0.27 |
| Delivery and courier | $0.14 to $0.25 |
| Manufacturing thin sample | $0.13 to $0.24 |
| Food service thin sample | $0.12 to $0.23 |
A CDL-A driver click costs roughly four times a food service click, and three times a warehouse click. That is competition, not quality. Everyone in trucking is bidding for the same licensed drivers.
How to use these. Multiply by the clicks you need per hire and you have a starting budget. Then check it against the learning-phase minimum further down.
Our own Meta spend, by role family. Ranges are our average for that family plus or minus 30%. Yours will differ with market, season and competition. Rows marked thin sample rest on one or two campaigns.
Meta's Ad Library is public, free and needs no login. Every active ad is in there, including your competitors'. You can see their creative, their copy and how long each ad has run. An ad that has been live for months is an ad that works.
Search your role and your market. If you hire drivers, start here.
Open the Ad Library →Search the roles you cannot fill and see who else is bidding. Then search your own company name and see how you look from the outside.
From thirty of our own frontline ads, compared against what each actually produced.
Not the pay. A huge pay number pulls in everyone and hires no one. The role is what people are deciding about.
From behind or side on beats a smile at the camera, because the person looking can picture themselves in it.
It was our worst performing format. It looks like an ad, and people have gone blind to ads that look like ads.
If you changed the image, the words and the audience at once, you did not run a test. You launched a different ad.
Small variations of the same idea teach you nothing and compete with each other for the same delivery.
If Meta cannot see who applied, it optimises toward whoever clicks. Those are not the same people.
Every second you add between the tap and the form costs you applicants who were genuinely interested.
Meta restricts them. No targeting by age, gender, ZIP code, job title or education, no lookalikes, and a minimum radius. You work with geography and the creative instead. This catches people on day one.
Meta wants roughly 50 conversions per ad set per week. Rule of thumb: target cost per applicant times 50, divided by 7, is your minimum daily budget. At a $10 target, about $500 a week. Smaller budgets work, they just learn slower.
Budget changes over about 20 percent, new creative, or a changed audience all reset it. This is the one that quietly ruins tests, because fiddling looks like managing.
Two days of data is noise. Most tests need a fortnight to say anything trustworthy.
Three ads sharing a starter budget all learn slowly and none of them clears the threshold.
Talroo is a job advertising platform for frontline and hourly roles in healthcare, logistics, retail, manufacturing, trades, sales and other early career work.
We integrate with your existing HR tech stack, so your team carries on working the way it already does. If you would like to expand your hiring reach beyond traditional sources, you can reach out to us.
Where the numbers come from. Cost per click and total spend are our own Meta advertising. Creative findings are our own logged tests. The job-search figure is the New York Fed's SCE Labor Market Survey, linked in place.
Where a figure is industry research rather than our own measurement, we say so on the spot.