The Application Is Losing Its Value. What Comes After CPA?

Volume is becoming a harder signal to interpret

The pressure is visible on both sides of the hiring process. LinkedIn’s January 2025 research found that 73% of surveyed HR professionals said fewer than half of the applications they received met all the listed criteria. Meanwhile, 37% of job seekers said they were applying to more jobs but hearing back less. These findings describe a mismatch; they don’t establish that AI caused it.

More activity isn’t necessarily creating more progress.

In June 2026, Indeed reported that 71% of hiring managers in an Indeed/Harris Poll survey said higher application volume had made finding qualified candidates harder. The survey covered 300 U.S. hiring managers at companies with at least 500 employees; it should not be treated as a measure of every employer.

“Today’s recruiters aren’t short on candidates. They are often short on time, which means great talent can slip through the cracks.” Thomas Bergman, Indeed Vice President of Product · June 2026

That is the economic issue I keep coming back to. A growing applicant queue consumes time, and time has a cost—even when the campaign dashboard looks healthy.

A lower cost per application can hide a higher cost

Cost per application gave recruitment advertising a useful step beyond the click. Employers could pay for someone completing an application rather than simply visiting a page.

But CPA measures an event. It doesn’t automatically measure whether the person is reachable, meets essential requirements, or wants to engage with that particular opportunity.

Consider this illustrative comparison. These figures are hypothetical, not Careerpilot performance results.

Illustrative recruitment campaign comparison; not actual Careerpilot results.

Campaign A wins on CPA. Campaign B delivers more candidates meeting the same agreed criteria for the same spend.

Neither result tells us who will ultimately be hired. But the comparison shows why optimizing one early metric can lead us away from the outcome we want.

Then add the work required to review submissions, attempt contact, clarify qualifications, and arrange interviews. The acquisition price is only the beginning of the cost.

What cost per authenticated candidate measures

I think recruitment advertising is approaching another transition: CPC → CPA → CPAC. Click → Application → Authenticated Candidate.

At Careerpilot, we use CPAC to mean cost per authenticated candidate. I’m proposing it as a useful next unit of value, rather than claiming it is an established industry standard.

How to calculate CPAC

CPAC = agreed campaign cost ÷ unique candidates meeting the agreed authentication threshold.

For example, $5,000 in advertising spend divided by 100 unique candidates who meet that threshold produces an advertising-only CPAC of $50. This is a hypothetical calculation, not a Careerpilot performance claim.

Agree on the reporting period, attribution rules, duplicate handling, and evidence required before comparing campaigns. Also state the cost boundary: if verification fees or recruiter time are included, label the result accordingly. An advertising-only figure and a fully loaded acquisition cost are different measures.

The earlier campaign table measures agreed screening criteria, not necessarily authentication. Those candidates count toward CPAC only if they also meet the documented authentication threshold.

Its value depends on defining exactly what “authenticated” means. An employer shouldn’t have to interpret a badge without knowing what was checked.

These checks answer different questions. An SMS code demonstrates access to a phone; it doesn’t prove identity, competence, or motivation. A verified identity doesn’t establish that someone can do the job.

An authenticated candidate should arrive with understandable evidence, including what remains unverified.

Skills-first hiring makes the evidence more useful

A polished application describes a candidate. A relevant skill check gives the employer another way to understand what that person can do.

“This creates an opportunity for candidates to really stand out from the crowd by demonstrating they have the skills employers are looking for.” Jason Pyle, Harvey Nash USA & Canada, quoted by LinkedIn, January 2025

The key word is demonstrating.

For a driver, the starting point may include the appropriate license class and required endorsements. For a nursing role, it may include an applicable credential and role-specific knowledge. For a transitioning veteran, it may mean translating military experience into skills a civilian employer can recognize.

The evidence needs to match the job. Adding the same generic assessment to every application simply creates another step. That is also why a CDL is only the starting point for driver qualification.

Move useful evidence earlier

When verification happens only after an application reaches the ATS, the employer may already have incurred acquisition expense and started investing recruiter time.

There is an opportunity to establish useful evidence earlier—between the job network and the employer’s hiring workflow. As I explain in why candidate verification belongs at the beginning, the point is not to add unnecessary friction. It is to create a more reliable starting point.

That is the position we are building Careerpilot around. Our candidate verification approach describes how identity, job-relevant skills, and confirmed intent can travel into an employer’s hiring workflow.

The experience matters as much as the checks. Explain why information is requested, make the process accessible, and provide a path when a legitimate candidate cannot complete a step.

The goal is to give good candidates a clearer way to demonstrate their value while giving employers better information.

Connect CPAC to recruitment advertising ROI

For executives and HR leaders, the first step is to ask a different set of questions.

What evidence comes with each application? Which requirements were verified and which were self-reported? How many candidates are reachable? How many progress to interviews? How much recruiter work is required along the way?

For networks and publishers, the same questions create an opportunity to compete on the value delivered beyond submission volume. That is the argument behind stopping the traffic count and examining outcomes.

For recruitment funnel optimization, track the same candidate cohort from authentication through contact, attended interviews, offers, and starts. Compare similar roles and markets, allow time for outcomes to mature, and record recruiter effort. A lower CPAC alone does not establish better recruitment advertising ROI.

CPAC still needs to connect to interviews, hires, and longer-term outcomes. Authentication is an earlier checkpoint, not a guarantee of a successful hire.

But it can give us a more meaningful starting point.

We’ve spent years making it easier to apply. Maybe the next challenge is making it easier to know who deserves our attention.

Before your next campaign, ask what you are buying: a completed form, or evidence that a person is ready for a hiring conversation?

Frequently asked questions about CPAC