A beverage brand needing chilled-vs-ambient availability tracking and ₹/100ml price comparison for soft and energy drinks across q-commerce.

Industry

FMCG • Beverages

Region

India

Signals

Chilled/ambient + ₹/100ml

Chilled/Ambient

Placement

₹/100ml

Value Spread

Impulse

Key Takeaways

Actowiz tracked soft- and energy-drink availability distinguishing chilled versus ambient placement, and normalized pricing to ₹ per 100ml, capturing the two signals that most influence impulse beverage sales. A chilled cola sells where an ambient one does not, and value is only comparable across pack sizes in ₹/100ml. By capturing placement where surfaced and normalizing price across cans and bottles, Actowiz made the key impulse driver visible and gave a like-for-like value read — evidence the client used to push chilled placement and sharpen pricing across regular, diet, and energy variants.

What did the client need?

The client is a beverage brand where chilled availability drives impulse purchase — a chilled cola sells where an ambient one does not — and where value is best read in ₹/100ml across many pack sizes.

Actowiz tracked soft- and energy-drink availability distinguishing chilled vs ambient placement, and normalized pricing to ₹/100ml, capturing the two signals that most influence impulse beverage sales.

What made this hard?

Chilled vs ambient. Where the platform distinguishes chilled placement, it had to be captured — it changes impulse conversion.
Pack-size sprawl. From 250ml cans to 2L bottles, all needing ₹/100ml normalization.
Brand + variant mapping. Regular/diet/energy variants mapped per brand.
Availability capture. In-stock/out-of-stock tracked per SKU.
Cross-platform capture. Uniform capture across q-commerce.

How did Actowiz solve it?

Actowiz built a beverage pipeline capturing chilled/ambient placement and normalizing to ₹/100ml.

Approach

Placement capture. Chilled vs ambient noted where surfaced by the platform.
₹/100ml normalization. Pack price converted to ₹ per 100ml.
Variant mapping. Regular/diet/energy variants mapped per brand.
Availability tracking. In-stock/out-of-stock per SKU.
Cross-platform capture. Uniform capture across q-commerce.

Data Attributes Extracted

Attribute	Description
Brand / Variant	Beverage brand and variant
SKU / Pack Size	Product and volume
Placement	Chilled / ambient (where shown)
Price	₹ listed price
₹ per 100ml	Normalized value
Stock Status	In-stock / out-of-stock
Platform / Date	Source and cycle

What were the results?

Impulse-driver visibility. Chilled availability, the key impulse signal, made visible.
Value clarity. ₹/100ml exposed real value across pack sizes.
Variant insight. How regular/diet/energy compared on value and availability.
Merchandising input. Evidence to push chilled placement and pricing.

Project at a Glance

Metric	Value
Industry	FMCG • Beverages
Region	India
Category	Soft & energy drinks
Signals	Chilled/ambient + ₹/100ml
Coverage	Q-commerce platforms
Cadence	Recurring
Output	Availability + value dataset

Client Feedback

“For impulse drinks, chilled is everything. Actowiz tracked chilled-versus-ambient and put pricing in ₹ per 100ml — the exact two levers that decide whether someone grabs our can.”

— Trade Marketing Head, Beverages

Frequently Asked Questions

Q: Why track chilled vs ambient?

A: Chilled placement drives impulse purchase; a chilled drink sells where an ambient one does not.

Q: Why normalize to ₹/100ml?

A: Pack sizes range from cans to 2L bottles, so ₹/100ml makes value comparable across them.

Q: Which variants are covered?

A: Regular, diet, and energy variants, mapped per brand.

Q: How often is it refreshed?

A: On a recurring cadence for ongoing availability and value 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.

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