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Three sources, three realities. How to find out which platform actually delivers for your open roles - with real conversion data from German mid-market teams.

The honest source-ROI math isn't 'applications per euro', it's 'hires per euro'. Only the second number distinguishes noise from signal.
The usual reporting is 'applications per source'. That number is useless. It grows when you activate a source producing lots of unfit applications. Optimising for 'application volume' optimises for an HR illness, not a success.
The right number is 'hires per source'. Ideally with cost data alongside. LinkedIn Premium runs ~€600-1,500/month per role, Indeed sponsoring ~€5-15/click, referrals free (or €500-1,500/hire internal bounty). Which produces hires?
We see three recurring patterns across our pilot customers (n=14 teams, 6-month observation, ~280 hires combined).
LinkedIn: low application volume, high hire conversion. Typically 0.5-1.5 applications per day per role, ~1 hire per 8-15 applications. Cost-per-hire with an active sourcer ~€1,500-3,000. Strong for senior and specialist roles, weak for generic junior profiles.
Indeed / Stepstone: high application volume, mid conversion. Typically 5-15 applications per day, ~1 hire per 50-80 applications. Cost-per-hire ~€400-1,200. Strong for junior and volume roles.
Referrals: low volume, very high conversion. ~1 hire per 3-5 applications. Cost-per-hire dominated by referral bounty - effectively ~€500-1,500. Strong in any role - but only scales until the network is exhausted.
Three prerequisites. First - every application carries a source (required field in the application form or on manual entry). Second - you log hires with the source attached to the application. Third - you look at the numbers over a 6-12-month window, not a quarter.
KI BMS handles the first point by default and gives you the per-source funnel in Reports. You just need the discipline to attach a source to every application - which the default intake dialog does for you.
Teams seeing poor conversion on one source switch it off. Sometimes right, often wrong. A common case: LinkedIn delivers only 1 hire per 12 applications - but it's the only source delivering senior hires. Switching LinkedIn off for junior-volume roles and on for senior roles solves 80% of the sourcing problem.
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