Tool Talk Sponsored By Appcast

A walkthrough of a real programmatic recruitment advertising pilot shows how a talent acquisition team used data, bidding, and campaign scope to solve applicant flow problems for hard-to-fill, high-volume roles.

The organization behind the pilot is a global safety science company with a low-profile consumer brand despite products bearing its certification logo appearing in millions of homes. Its recruiting function is only a few years old and still catching up to the scale of the business, which made a persona-informed, data-backed approach essential before committing budget to sponsored job advertising for the first time.

The pilot started narrow, focused on lab technician roles filled largely through direct sourcing and community college partnerships, then expanded once low job volume made postings less attractive to publishers. Key elements of the approach included:

• Building a budget estimate from known metrics: applies-needed-per-hire, time-to-fill, and market cost-per-applicant benchmarks
• Running three simultaneous campaigns split by location and role type, with separate bidding strategies for each
• Setting a high, uncapped "volume" bid for priority roles and a paced, budget-limited bid for lower-priority ones
• Using live market-bid data to adjust spend in real time as competition for applicants shifted week to week
• Monitoring mobile versus desktop apply rates to flag candidate-experience issues worth auditing
• Leveraging built-in diversity job board distribution to support a broader hiring commitment

Results came in well under the allotted budget, with average cost-per-applicant far lower than projected for the general campaign, though targeted lab tech roles remained expensive due to a tight labor market. An unplanned discovery came from broadening the pilot's scope: engineering and IT postings added almost as an afterthought pulled in strong applicant volume at low cost, suggesting the tool has value well beyond the roles it was originally built for.

Next steps include integrating quality-of-hire data, tracking candidates through to hiring-manager interview rather than stopping at application count, and considering wider recruiter access to live reporting dashboards so hiring teams can manage campaigns more directly.