A baby-care brand needing ₹/unit (₹/diaper, ₹/100g formula) price comparison and rigorous OOS tracking across q-commerce platforms.

Industry

FMCG • Baby Care

Region

India

Category

Diapers • Infant Formula

₹/Unit

Normalized Pricing

Strict OOS

Availability Watch

Pack-Level

Depth

Q-Commerce

Coverage

Contact Sales

Key Takeaways

Actowiz normalized diaper and infant-formula pricing to ₹ per unit — ₹ per diaper and ₹ per 100g of formula — and tracked out-of-stock rigorously across q-commerce, giving a combined value-and-availability read. In this high-trust category, parents are both price- and availability-sensitive, and a stock-out sends buyers straight to a competitor. Because pack prices vary widely by count and weight, only ₹/unit reveals true value. Tracking value and availability together, by diaper size tier, surfaced exactly where the client was mispriced and where stock-outs were losing customers.

What did the client need?

The client is a baby-care brand in a high-trust category where parents are price-sensitive and intensely availability-sensitive — a stock-out on diapers or formula sends buyers straight to a competitor. Pack prices vary wildly by count, so only ₹/unit reveals true value.

Actowiz normalized diaper and formula pricing to ₹/unit (₹ per diaper, ₹ per 100g formula) and tracked out-of-stock rigorously across q-commerce, giving a combined value-and-availability read.

What made this hard?

Count/size variance. Diapers sell by count and formula by weight, across many pack sizes — all needing ₹/unit normalization.
Availability sensitivity. Stock-outs are especially costly here, demanding rigorous OOS capture.
Size-tier mapping. Diaper size tiers (S/M/L/XL) had to be tracked distinctly.
Brand + variant depth. Many SKUs per brand needed accurate mapping.
Cross-platform consistency. Uniform capture across q-commerce for fair comparison.

How did Actowiz solve it?

Actowiz built a baby-care pricing pipeline with ₹/unit normalization and rigorous OOS tracking.

Approach

₹/unit normalization. ₹ per diaper and ₹ per 100g formula computed per SKU.
Size-tier tagging. Diaper size tiers captured distinctly.
Rigorous OOS tracking. In-stock/out-of-stock captured every cycle.
Brand & variant mapping. SKUs mapped to brand and variant.
Cross-platform capture. Uniform capture across q-commerce.

Data Attributes Extracted

Attribute	Description
Brand	Baby-care brand
Category	Diapers / formula
Size Tier / Weight	S/M/L/XL or grams
Count / Pack	Units per pack
Price	₹ listed price
₹ per Unit	₹/diaper or ₹/100g
Stock Status	In-stock / out-of-stock
Platform / Scrape Date	Source and cycle

What were the results?

True value view. ₹/unit exposed real value across counts and sizes.
Availability defense. Rigorous OOS surfaced the stock-outs that lose buyers.
Size-tier insight. Value and availability by diaper size tier.
Category decisions. Evidence for pricing and stock priorities.

Project at a Glance

Metric	Value
Industry	FMCG • Baby Care
Region	India
Category	Diapers, infant formula
Metric	₹/unit + OOS%
Depth	Size-tier / weight level
Coverage	Q-commerce platforms
Output	₹/unit + availability dataset

Client Feedback

“In baby care a stock-out is a lost customer, full stop. Actowiz gave us ₹ per unit and a hard availability read together — exactly the two things that move this category.”

— Category Manager, Baby Care

Frequently Asked Questions

Q: Why normalize baby care to ₹/unit?

A: Diapers sell by count and formula by weight; ₹ per diaper and per 100g make packs comparable on true value.

Q: Why is OOS tracked so rigorously?

A: A stock-out on diapers or formula sends parents to a competitor, so availability is tracked every cycle.

Q: Are diaper size tiers separated?

A: Yes — S/M/L/XL tiers are captured distinctly for value and availability.

Q: How often is it refreshed?

A: On a recurring cadence for ongoing price and availability tracking.

Need a custom data pipeline for your category?

Actowiz Solutions designs custom, large-scale scraping and market-intelligence pipelines with rigorous QA. Visit actowizsolutions.com to discuss your data requirement.

Real Results from Real Clients

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1 min

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"Actowiz Solutions offered exceptional support with transparency and guidance throughout. Anna and Saga made the process easy for a non-technical user like me. Great service, fair pricing!"

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