Case Study: Aza Fashions x BIGATOM | Scaling Luxury Fashion with AI Automation
BIGATOM | CASE STUDY
Luxury Fashion Scale-Up Study

Scaling Women Ethnic Brand
with ROAS Improvement

How Aza Fashions leveraged BIGATOM to automate 250,000+ SKUs and achieve a 27% ROAS uplift across Meta & Google.

+27%
ROAS Improvement
19%
Leakage Saved
250K+
SKUs Automated
350+
Global Brands

“With BIGATOM, we finally had product-level visibility across our entire catalog. Automations like stop-loss helped us reduce wasted spend and scale confidently, both during BAU & high pressure sale periods.”

GS
Gaurav Shapariya

CMO, Aza Fashion

Critical Scaling Obstacles

Aza Fashions faced four primary blockers preventing profitable growth across their 250k SKU catalog.

Zero Visibility

Managing 250k items manually led to zero clarity on product-level ROAS and Page Views.

40% Budget Drain

Over-spending on low-potential products due to lack of real-time performance data.

Scaling Efficiency Loss

In-ability to scale total spend without seeing a drastic drop in blended ROAS.

Traffic Pulling Blindspots

Non-visibility of “Assist Products” that drive traffic but trigger conversions elsewhere.

The BIGATOM Solution Stack

A specialized infrastructure built to solve multi-SKU luxury scaling.

1. Product Analytics

With a catalog of ~250K products, the brand required clarity on product-level insights and KPIs such as product-level ROAS, Ad Spends, Page Views, and Conversion Rates.

BIGATOM integrated Aza’s complete marketing ecosystem—including Meta, Google, Snapchat, and TikTok Ads, GA4, App Data, and Backend Inventory—to analyze performance at a product level to find exactly which items to promote, which to stop, and identify the most popular channel for every SKU.

Native Assisted Revenue Feature: Aza identified products contributing indirect revenue—where users land on Product X but ultimately purchase Product Y. This intelligence protected “traffic pullers” from being accidentally paused, maintaining high-quality site traffic volume.

Direct: 4.5x
Assisted: 12.1x
Direct: 0.8x

2. Product Segmentation

Aza used BIGATOM to achieve strategic marketing goals like giving dedicated budgets to new inventory or high-margin collections.

Segmented products are automatically pushed to Google’s Product Groups and Meta’s Product Sets directly from the platform.

24% Higher ROAS

From High Potential Groups vs. General Product Sets

BIGATOM Funnel Segmentation

3. ROAS Stop-Loss Automation

Using BIGATOM’s Stop Loss Automation, Aza Fashions saved 19% of their ad budget by automatically pausing products that didn’t meet performance standards.

Exclusion rules were set at different categories & sub-categories, removing items that hit a performance plateau or failed after reaching a target spend limit.

Platform-Specific Exclusion: Products performing well on Meta but poorly on Google were removed only from the underperforming platform.

Auto-Inclusion: Products auto-resume promotion based on signals like improved conversion rate or organic order count.

19% Budget Saved

Monthly ad spends saved via automation as budget is recaptured from product-level non-performers.

Rule 1
Google Spends > 10000, ROAS ≤ 1, 14 Days
Exclusion Case
Google Spends ≥ 10000 AND Blended ROAS < 1x
Rule 2
Google Spends > 5000, ROAS ≤ 1
Exclusion Case
Google Spends > 5000 AND ROAS between 0 and 2
Rule 3
Google Spends > 5000, No Rev, 7 Days
Exclusion Case
Google ROAS = 0 AND Google Spends > 5000

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LIBAS
MULMUL
MUFTI
MANYAVAR
SOULED STORE
HOUSE OF INDYA
KALKI FASHION
BEWAKOOF
RARE RABBIT
WESTSIDE
BIBA
ONLY
LIBAS
MULMUL
MUFTI
MANYAVAR
SOULED STORE
HOUSE OF INDYA
KALKI FASHION
BEWAKOOF
RARE RABBIT
WESTSIDE
BIBA
ONLY
REEBOK
GULLY LABS
CLARKS
UNDERNEAT
NEEMAN’S
SEPHORA
LIFELONG
JUST HERBS
SWISS BEAUTY
BATH AND BODY WORKS
FOREST ESSENTIALS
REEBOK
GULLY LABS
CLARKS
UNDERNEAT
NEEMAN’S
SEPHORA
LIFELONG
JUST HERBS
SWISS BEAUTY
BATH AND BODY WORKS
FOREST ESSENTIALS
LIBAS
MULMUL
MUFTI
MANYAVAR
SOULED STORE
LIBAS
MULMUL
MUFTI
MANYAVAR
SOULED STORE
SEPHORA
LIFELONG
JUST HERBS
SWISS BEAUTY
FOREST ESSENTIALS
SEPHORA
LIFELONG
JUST HERBS
SWISS BEAUTY
FOREST ESSENTIALS
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