“The audit showed our mid-tier pack was collecting purchases that refunded within two days. We paused that SKU while we rewrote the unlock preview. The readout was dense — I needed a second pass on the cohort appendix — but the priority list was practical.”Ananya K. · Product lead, mobile entertainment · In-App Purchase Behavior Audit
Client stories
Notes from teams who commissioned purchase behavior assessments with us. Voices vary in length; each mentions a concrete interaction or outcome.
“We brought three pricing options into a ninety-minute session and left with one test plan. Marcus appreciated that they challenged our favorite ladder instead of politely agreeing.”Marcus L. · Studio founder · Monetization Advisory Session
“Seeing first-week usage next to second-purchase rates changed how we schedule post-buy messages. Soft reminders outperformed the aggressive upsell we had planned.”Priya S. · Growth manager · Buyer Cohort Retention Review
“Their annotated screens caught a trial line that implied unlimited access when we only unlocked two chapters. Fixing that copy cut support tickets before we even touched price.”Daniel W. · Monetization partner · Offer Framing Review
Regional publisher, three titles, one refund mystery
Soraya’s team saw refund rates climb on one learning title while two sibling apps stayed stable. Mindstackpoint mapped purchase paths across all three and found the spike clustered on a limited-time bundle whose preview screenshots showed content that unlocked two weeks later. The audit recommended aligning preview assets with actual unlock timing and splitting the bundle for buyers who only wanted the immediate chapters. After the change, refund volume on that SKU eased within a billing cycle, and the team kept the same advisory contact for a follow-up cohort check.
Soraya M. · Head of product, regional publisher · In-App Purchase Behavior Audit“We expected a dashboard-style readout. Instead we received a narrative audit tied to our actual offer calendar and Thai storefront seasonality. That groundedness mattered more than another chart pack.”