Case Studies
How enterprises use Ingest Labs to solve measurement, personalization, and data pipeline challenges — with real results.
Transforming CTV Audience Measurement Through Independent Impression Tracking
A leading US audience analytics provider replaced DSP log dependency with pixel-based ground truth — capturing more signals, higher precision, and full data ownership.
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2.5X ROAS and 78% Lower CAC in 6 Weeks for a D2C Fashion Brand
A fast-growing house of fashion brands eliminated 40% data loss, unlocked 60-day conversion tracking, and transformed ad performance.
100% Privacy Compliance and Repeat Visitor Identification for a Fortune 500 Retailer
A NYSE-listed retailer achieved full CCPA compliance in 8 hours, eliminated 350+ redundant tags, and boosted data accuracy from 70% to 96.4%.
Unlocking Server-to-Server Personalization for a Fortune 500 Enterprise
A Fortune 500 tax firm launched tamper-proof server-side pricing experiments — with durable identity, full Adobe Analytics reporting, and zero new infrastructure.
Eliminating the XDM Engineering Bottleneck for Enterprise AEP Ingestion
A Fortune 500 financial services firm replaced a brittle dbt workflow with visual schema mapping — bidirectional Snowflake ↔ AEP, zero data exfiltration.
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