LSD Framework
Case study · BorrowKit

$4.2M of new ARR in 90 days, attributed to one funnel change.

$4.2M
New ARR · 90 days
+38%
Trial → paid conversion
14×
Return on engagement
21 days
From signal to ship
The signal

A 12-second drop-off nobody had noticed.

Buried in BorrowKit funnel data, we found a 17% drop on the third trial day, specifically among users who had completed onboarding but not yet invited a teammate.

The fix was a single in-product nudge. The lift was disproportionate.

Funnel, before and after

SIGN-UP → ACTIVATION → INVITE → CONVERT
BeforeAfter

ROI breakdown

Engagement cost

$84,000 for 6 weeks of analytics work and 2 weeks of in-product changes.

90-day return

$4.2M in new ARR. Direct attribution via cohort matching.

Effective multiple

50× engagement cost. Documented in a 14-page methodology appendix.

"Pivotline did not redesign our funnel. They found the one screen that mattered, and we shipped the fix in a sprint."
Plover Hexstrom · COO, BorrowKit

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