The job click economy is closing — the outcomes economy has arrived
The News
George LaRocque, founder of WorkTech and a long-time analyst of the HR technology market, argues that the era of paying for job advertising clicks is ending. The 'job click economy' — in which recruitment marketing platforms charged employers based on how many candidates clicked on a job posting — is being replaced by an outcomes-based model where advertisers pay only when a candidate is actually hired.
The shift has been driven by several converging factors. Employers have grown frustrated with high volumes of low-quality applicants generated by programmatic job advertising, particularly as AI makes it trivially easy for candidates to apply to hundreds of roles with a single click. Platforms that remain tied to click-based revenue models are losing ground to newer entrants that tie pricing to hiring results, including quality-of-hire metrics rather than simple application counts.
The measurement framework is changing alongside the pricing model. Leading TA teams are moving away from cost-per-click and cost-per-application toward cost-per-hire and, increasingly, quality-of-hire adjusted cost-per-hire. LaRocque notes that this requires a fundamentally different data infrastructure — one that closes the loop between advertising spend and actual employee performance.
Why It Matters
For TA leaders who still report on cost-per-apply as a key performance indicator, this shift has direct implications. The metric that made sense when volume was the goal is actively misleading when precision is the goal. If your recruitment marketing team is optimising for clicks, you are incentivising the exact behaviour that produces the flood of AI-generated, low-fit applications that your screening team then has to wade through.
The transition to outcomes-based advertising also demands tighter collaboration between TA, procurement, and finance. Advertising platforms that cannot close the loop between spend and hire — or that cannot provide quality-of-hire data — will become increasingly difficult to justify as procurement teams adopt outcomes-based vendor management.
Taking Action
All action is situated in your corporate context. These are starting points, not prescriptions — choose what fits.
Connect
Who to talk with in your enterprise
Your recruitment marketing lead — Request a side-by-side comparison of your current programmatic advertising platforms' pricing models. Identify which vendors offer outcomes-based pricing and which still charge per click or per apply.
Your head of TA analytics — Build a dashboard that tracks cost-per-hire alongside quality-of-hire at 90 days and 12 months, segmented by advertising channel. This is the data you need to move from click metrics to outcome metrics.
Your procurement lead — When any job advertising contract comes up for renewal, require vendors to demonstrate how they close the loop between ad spend and actual hires, not just applications.
Inspect
What to take a closer look at
Pull your last quarter of programmatic advertising spend and calculate both cost-per-apply and cost-per-hire for each channel. If the gap between the two is large — meaning you are paying heavily for applications that never convert — that is the business case for an outcomes-based pricing model. Specific tool to look at: your recruitment marketing platform's attribution reporting module (e.g., Google Analytics 4 with CRM integration, or a dedicated tool like Talroo or Joveo's outcome reporting).
Reflect
What to think about more deeply
The most interesting question isn't whether outcomes-based pricing will replace click-based pricing — it already is — but whether your TA function has the data infrastructure to prove which channels actually produce good hires, not just hires. Without that closed-loop data, every pricing model looks the same from the outside. How confident are you in your ability to trace a candidate's application source all the way through to their performance review?