Attribution rebuild
Locked down the URL structure and conversion tracking so the account could see qualification — not just clicks — in real time. Suddenly the algorithm knew what a good lead looked like.
People Science needed qualified clinical-study participants — and the industry standard was 45 to 60 days and up to $15,000 per cohort. Here’s how we did it in six days, for the price of a decent office chair.
People Science runs clinical studies — and every study lives or dies on recruiting qualified participants, fast.
Their reality: cohorts took 45–60 days and up to $15,000 to fill. Worse, the data couldn’t tell a qualified lead from an unqualified one until a human screened them — so budget burned on both equally. And applicants had learned to game the screening quiz, retaking it 7 to 11 times until they “passed.”
No amount of ad budget fixes a funnel that can’t tell good leads from bad. So we rebuilt the measurement before touching the media.
Locked down the URL structure and conversion tracking so the account could see qualification — not just clicks — in real time. Suddenly the algorithm knew what a good lead looked like.
Men weren’t converting because the ads weren’t talking to them. We shipped 14 gender-segmented ad creatives with distinct hooks — and let the data pick the winners per audience.
Built lookalike and custom audiences straight from the CRM’s qualified participants — so Meta went hunting for more of the people who actually pass screening, not just anyone who clicks.
Six days is no time for “set and forget.” Budgets, bids, and creative rotation were tuned every day — losers cut within hours, winners scaled the moment they proved out.
URL structure & attribution rebuilt; qualification visible in-platform.
14 creatives live against CRM-built audiences on Facebook & Instagram.
Underperforming hooks killed fast; budget flows to what converts.
Male conversions climb 30% as segmented creative finds its audience.
150 qualified participants — quiz retakes down from 7–11 to 1.5.
150 qualified participants in 6 days for $875.45 — over 80% below the typical budget.
The side effects mattered as much as the headline: male conversions came in 30% higher once the creative spoke to them, and cleaning up the screening flow cut quiz retakes from 7–11 per applicant to 1.5 — an operational fix People Science didn’t know they needed.
“Mad Marketing Labs not only achieved our recruitment goals in record time but also helped us uncover and address operational inefficiencies we didn’t even know we had.”
— People Science Representative
// quiz retakes: 7–11 per user → 1.5
Broken attribution, creative that ignores half your audience, budget spent on leads that never qualify. The audit finds them — free, in plain English, yours to keep.