Job Board Effectiveness Calculator

Not all job boards are worth the spend. Add your sources below to compare cost per hire and conversion rate side by side, then see the formulas and how to reallocate budget toward what's actually working.

Last updated September 8, 2026

Compare your job boards

Job board Spend ($) Applications Hires
Enter a name and non-negative numbers for at least one job board (hires and applications can be 0).
Job boardSpendCost per hireApplicationsHiresConversion %
Sorted by lowest cost per hire. Double down on high-conversion, low-cost sources and cut underperformers.

How the formulas work

Job board effectiveness comes down to two numbers looked at together — what each hire cost, and what share of applicants actually converted.

Job board effectiveness formulas Cost per Hire = Spend ÷ Hires Hire Conversion % = (Hires ÷ Applications) × 100

Looking at either metric alone can mislead you. A source with a low cost per hire might simply be producing very few hires from a huge, low-quality applicant pool. A source with a high conversion rate might still be expensive per hire if application volume is low. Comparing both together separates genuinely efficient sources from ones that only look good on one dimension.

Example: $500 spent on a niche board that produces 3 hires from 60 applications works out to a $167 cost per hire and 5% conversion. $2,000 spent on a broad job board producing 4 hires from 400 applications works out to a $500 cost per hire and 1% conversion — the niche board is the better source even though it produced fewer total hires.

General conversion benchmarks by source type

Source typeTypical conversion range
General-purpose high-traffic job boardsUnder 1%
Niche or role-specific job boards1% – 3%
Employee referrals3% – 8%+
Direct sourcing / talent pipelinesVaries widely by pipeline quality

How to choose the best job boards

  1. Rank by cost per hire first, conversion second. Cost per hire tells Finance what they need to know; conversion tells you why.
  2. Reallocate, don't just add. Shift budget away from underperforming sources rather than layering on new ones.
  3. Segment by role type. A board that performs well for entry-level roles may perform poorly for specialized or senior roles — compare within role categories, not across them.
  4. Review quarterly. Board performance shifts with seasonality, pricing changes, and traffic quality, so a one-time comparison goes stale.
  5. Don't ignore quality of hire. The cheapest source per hire isn't a win if those hires underperform or leave early — pair this data with retention and performance signals where you can.

Frequently asked questions

It measures how well a job posting source converts spend into hires, typically assessed using cost per hire and hire conversion rate side by side.

Cost per Hire = Spend ÷ Hires. Divide total spend on that board by the number of hires it produced in the same period.

Hire Conversion % = (Hires ÷ Applications) × 100 — the percentage of applicants from a source who ultimately became hires.

General high-traffic boards commonly convert well under 1% of applicants; niche boards and employee referrals often convert several times higher because the applicant pool is more pre-qualified.

A source can look good on one metric while being weak on the other — comparing both together shows which sources are genuinely efficient rather than winning on a single dimension.

Most teams review quarterly or after each major hiring cycle, since performance shifts with seasonality, role mix, and changes to a board's traffic and pricing.

Reallocate spend toward the lowest-cost, highest-conversion sources, cut or renegotiate underperformers, use niche boards for specialized roles, and track performance by role type.

Related resources

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Benchmark ranges above are general industry guidance for directional planning. For numbers specific to your hiring, use your own spend, application, and hire data in the calculator.