Client Results

Proof across every category, every channel, every challenge.

19 case studies. Apparel, footwear, grocery, home improvement, beauty, and specialty retail. Results sourced directly from real business applications.

19
Case Studies
7
Retail verticals covered
$
460
M
Largest single revenue opportunity
66
x
Highest documented ROI
All Case Studies
Home decor retail scene: $2.5M incremental revenue from budget‑neutral marketing reallocation

Home Decor Retailer Gains $2.5M from Budget-Neutral Marketing Reallocation

The highest-returning channel got $60K. The lowest got $5M. Reallocating the same total budget- no new spend- deliveed $2.5M in revenue.
Niche e‑commerce case study: 10K SKUs matched, competitive pricing insights & ~$2M annual revenue path

E-commerce Retailer Projects $2M Annual Revenue Across 10,000 SKUs

10,000 SKUs matched across nine competitors, with actionable pricing gaps surfaced in weeks. The platform was on track to pay for itself in month one.
Multi‑brand retail mall context: 270% pilot ROI & $7M average weekly annualized opportunities

Multi-Brand Retailer Achieves 270% Pilot ROI with $7M in Weekly Annualized Opportunities

97% of recommendations were going unactioned. Closing that gap delivered 270% ROI, $7M in weekly annualized opportunities, and 1,300 hours saved.
Grocery produce aisle: up to $18M annual margin from category‑level promotional optimization

Regional Grocery Chain Identifies Up to $18M in Annual Margin Through Promotional Optimization

80% of promotional spend was in categories with weak response. Calculating optimal discount depth by category identified up to $18M in annual margin.
Specialty apparel sleepwear: $25M annual opportunity incl. $10.5M at zero net working capital

Specialty Apparel Retailer Discovers $25M Annual Opportunity at Zero Net Working Capital Cost

2% of in-stock SKUs met sell-through targets. Of the $25M annual opportunity identified, $10.5M required zero net working capital investment.
Large retail interior: 85% faster search evals & up to $460M revenue uplift in modeled scenario

Retailer Reduces Search Evaluation Time by 85% and Projects Up to $460M in Revenue Uplift

Automated search evaluation hit 92% accuracy and cut a 50-person evaluator team to 8 — contributing to the best online holiday season on record.

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