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Anonymous Case Studies

These examples summarize real operating patterns from client work delivered by Obi Guitar Factory. Names are anonymized to protect confidentiality, and results are presented in ranges to avoid misleading precision. Outcomes depend on factors such as creative quality, budget stability, landing page readiness, and implementation discipline. We do not promise guaranteed uplift.

Case 1: Apparel eCommerce brand

A mid-sized apparel advertiser relied on manual exports from multiple ad accounts and reported weekly with a 2-3 day lag. We introduced API-based reporting with consistent naming controls and anomaly checks. Over two months, reporting preparation time dropped by approximately 55-70%, and pacing decision latency improved from weekly to daily monitoring. With faster intervention on underperforming sets, CTR improved by an estimated 10-18% and cost per purchase moved down by 8-16% during stable creative periods.

Case 2: Beauty subscription business

A subscription-focused brand had decent acquisition volume but weak visibility into downstream quality. We rebuilt reporting views around trial-to-paid segments and aligned dashboard cuts with campaign intent. In the first quarter after deployment, teams reduced low-quality spend faster and reallocated budget to better cohorts. Estimated blended CPA improvement ranged from 9-20%, while monthly reporting overhead decreased by 20-35 working hours. Management also reported higher confidence in performance reviews due to consistent metric definitions.

Case 3: Local service multi-location advertiser

A local service operator with regional campaigns lacked standard definitions across branches. We introduced a unified taxonomy and recurring scorecards by location. Consolidation speed improved by 30-50%, and qualified lead rate improved in active optimization regions by about 12-22%. Importantly, teams were able to identify underperforming geographies earlier and test corrective messaging with shorter feedback loops.

All cases were run under authorized business account access and policy compliant platform usage.