D2C INDIA ANALYTICS

Understand COD, Returns, D2C Growth Analytics

We build analytics systems tailored for Indian D2C brands, helping teams understand profitability, customer behaviour, and operational performance.

what we do

Built around how India shops online.

COD Analytics

Track COD order rates, delivery success, cancellations, RTO trends, and customer behaviour to improve operational efficiency.

Return Rate Analytics

Analyse return patterns, product-level return rates, customer segments, and operational trends to reduce return-related costs.

WhatsApp Commerce Analytics

Track customer enquiries, conversion journeys, campaign performance, and sales generated through WhatsApp commerce channels.

RTO Analytics

Monitor RTO rates, geographic trends, customer behaviour, and fulfilment patterns to improve delivery performance.

Profitability Analytics

Combine acquisition costs, returns, COD charges, shipping expenses, and customer value to measure profitability accurately.

Customer Retention Analytics

Measure repeat purchases, retention rates, customer cohorts, and lifetime value across D2C growth stages.

COD Analytics

Return Rate Analytics

WhatsApp Commerce Analytics

RTO Analytics

Profitability Analytics

Customer Retention Analytics

COD Analytics

Track COD order rates, delivery success, cancellations, RTO trends, and customer behaviour to improve operational efficiency.

latest work

Growth is easier when you understand the numbers behind it.

Every team under one roof

Each team gets the right tools, right models, and right

Every team under one roof

Each team gets the right tools, right models, and right

Every team under one roof

Each team gets the right tools, right models, and right

Every team under one roof

Each team gets the right tools, right models, and right

Every team under one roof

Each team gets the right tools, right models, and right

Every team under one roof

Each team gets the right tools, right models, and right

Every team under one roof

Each team gets the right tools, right models, and right

Every team under one roof

Each team gets the right tools, right models, and right

Every team under one roof

Each team gets the right tools, right models, and right

connect with us

Go from online presence to real business impact

Strategy, execution, and digital experiences designed to move together.

our Values

Growth is easier when you understand the numbers behind it.

Operational Clarity

See how fulfilment, COD, and returns affect performance.

Operational Clarity

See how fulfilment, COD, and returns affect performance.

Profitability Focus

Measure growth beyond top-line revenue.

Profitability Focus

Measure growth beyond top-line revenue.

Customer Understanding

Learn how Indian customers discover, buy, and return.

Customer Understanding

Learn how Indian customers discover, buy, and return.

Commerce Visibility

Connect marketing, operations, and sales data.

Commerce Visibility

Connect marketing, operations, and sales data.

Retention Insights

Identify opportunities for long-term customer value.

Retention Insights

Identify opportunities for long-term customer value.

D2C Specific

Reporting designed around Indian ecommerce challenges.

D2C Specific

Reporting designed around Indian ecommerce challenges.

latest blogs

When you analyse first, growth follows.

Shopify

How to Validate a D2C Product Idea Before Building a Shopify Store

Before you build a Shopify store, validate your D2C product idea. Use this practical 5-stage framework to test demand, pricing, and audience fit without wasting budget.

Shopify

How to Validate a D2C Product Idea Before Building a Shopify Store

Before you build a Shopify store, validate your D2C product idea. Use this practical 5-stage framework to test demand, pricing, and audience fit without wasting budget.

Shopify

How to Validate a D2C Product Idea Before Building a Shopify Store

Before you build a Shopify store, validate your D2C product idea. Use this practical 5-stage framework to test demand, pricing, and audience fit without wasting budget.

Shopify

D2C Brand Identity on Shopify: Logo, Colours, and Packaging Before Your First Sale

Building a D2C brand on Shopify? Here's how to get your logo, colour system, and packaging right before your first sale — without over-investing or under-delivering.

Shopify

D2C Brand Identity on Shopify: Logo, Colours, and Packaging Before Your First Sale

Building a D2C brand on Shopify? Here's how to get your logo, colour system, and packaging right before your first sale — without over-investing or under-delivering.

Shopify

D2C Brand Identity on Shopify: Logo, Colours, and Packaging Before Your First Sale

Building a D2C brand on Shopify? Here's how to get your logo, colour system, and packaging right before your first sale — without over-investing or under-delivering.

Shopify

Shopify AI Operations Audit: Time Saved vs. New Work Created

Running AI tools on Shopify? This operations audit breaks down exactly where AI is saving your team time — and where it's quietly creating new work. Use the framework to audit your stack.

Shopify

Shopify AI Operations Audit: Time Saved vs. New Work Created

Running AI tools on Shopify? This operations audit breaks down exactly where AI is saving your team time — and where it's quietly creating new work. Use the framework to audit your stack.

Shopify

Shopify AI Operations Audit: Time Saved vs. New Work Created

Running AI tools on Shopify? This operations audit breaks down exactly where AI is saving your team time — and where it's quietly creating new work. Use the framework to audit your stack.

FAQs

Your questions,
clearly answered.

Everything you need to know about our high-velocity AI creative partnership.

What is D2C India Analytics?

D2C India Analytics helps brands measure customer behaviour, profitability, retention, COD performance, and operational efficiency across Indian ecommerce channels.

Why is COD analytics important?

Cash-on-delivery orders often impact cancellations, RTO rates, fulfilment costs, and profitability. Tracking these metrics helps improve business performance.

What is RTO analytics?

RTO (Return to Origin) analytics measures failed deliveries, return patterns, and operational inefficiencies that affect ecommerce profitability.

Why should D2C brands track return rates?

Return rate analytics helps identify products, customer segments, and operational issues that contribute to higher return costs.

Can WhatsApp sales be tracked?

Yes. WhatsApp analytics can measure customer interactions, campaign performance, lead generation, and conversion outcomes.

What metrics are important for D2C brands?

Key metrics include customer acquisition cost, repeat purchase rate, lifetime value, COD success rate, return rate, profitability, and retention.

get in touch

Go from online presence to real business impact

Strategy, execution, and digital experiences designed to move together. Fill out the form below and our team will contact you shortly.

get in touch

Go from online presence to real business impact

Strategy, execution, and digital experiences designed to move together. Fill out the form below and our team will contact you shortly.

get in touch

Go from online presence to real business impact

Strategy, execution, and digital experiences designed to move together. Fill out the form below and our team will contact you shortly.