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Section 05

TAM & Market Opportunity

Industry data from RedSeer Report (Jan 2026) E-commerce logistics, quick commerce, hyperlocal market sizing
15-20%
E-commerce CAGR
FY25-FY30 projected
50-62%
Q-Commerce CAGR
FY25-FY30 projected
₹4-6T
Q-Com Market FY30
From ₹0.53T in FY25
~7%
E-com Penetration
vs 32% China, 19% USA

Market Opportunity Overview

India's digital commerce logistics market presents a massive growth opportunity. E-commerce penetration stands at just ~7% of retail (FY25) compared to 32% in China and 19% in USA, indicating substantial headroom. India ships only 3-4 e-commerce parcels per capita annually vs 75-85 in China and 60-70 in USA. The e-commerce market (excluding Q-commerce) is projected to grow at 15-20% CAGR through FY30. Quick commerce is the fastest-growing segment, projected to expand from ₹0.53T (FY25) to ₹4-6T by FY30 at 50-62% CAGR. Shadowfax is uniquely positioned to capture both e-commerce and quick commerce growth.

India vs Global E-commerce Penetration

Key Insights

India e-com: ~7% of retail (FY25).

China: ~32% penetration.

USA: ~19% penetration.

India parcels/capita: 3-4 vs 75-85 (China).

Source: RedSeer Report Get the data

E-commerce Shipments Per Capita (Annual)

Country Shipments/Capita E-com Penetration E-com Spend (% of Income)
China 75-85 ~32% 8-10%
USA 60-70 ~19% 3-5%
India 3-4 ~7% 1-2%

India's low per capita shipments indicate massive untapped growth potential in e-commerce logistics.

Gig Workers in India — Expanding Labor Pool

~24M
Projected Gig Workers by FY2030

3.4x growth from ~7M (FY20) to ~24M (FY30)

As per NITI Aayog estimates for non-agricultural workers in top 100 cities, ages 18-45 years, with mobile phones and bank accounts.

205K+
Shadowfax Active Partners
1.2M+
Registered Partners
Source: NITI Aayog Get the data

India Logistics Market Size

In ₹ trillion (US$ billion), FY 2020, FY 2025

India Logistics Landscape by End User

Indian logistics landscape
by end user
B2B
B2C and C2C
Online channels
Offline channels
E-commerce
On-demand hyperlocal
₹17.8-18.5T
FY2020 ($210-218B)
₹21-23T
FY2025 ($247-270B)
2.5-5%
CAGR (FY20-25)

Notes:

1. Logistics includes the transportation and handling of goods between points of production and consumption, storage, value addition, and allied services.

2. Conversion rate: 1 US$ = ₹85. Source: NCAER, India Economics Survey 2017-18, 2019-20, Redseer research and analysis

E-commerce Market

900M
Internet Users
750M
Smartphone Users
500M
UPI Users
65%
Tier 2+ Orders

$85B → $170B E-commerce GMV (FY25→FY30)

200M → 400M Online shoppers doubling

Metric FY22 FY25 FY30E CAGR
E-commerce GMV ($B) 45 85 170 +18%
Online Shoppers (M) 150 200 400 +13%
E-commerce Penetration (%) 5% 7% 12%+
E-commerce Shipments (B) 3.5 5.5 12.0 +16%

Quick Commerce Market

Metric FY25 FY30E CAGR
Market Size (₹T) 0.53 4-6 50-62%
Shipments (B) 1.1-1.3 4.6-6.7 29-44%
Shadowfax is #1 3PL for quick commerce by order volume. Partners: Zepto, Blinkit, BigBasket, Swiggy Instamart.

On-Demand Hyperlocal Market

Segment FY25 Shipments (B) FY30 Shipments (B) CAGR
Food & Other Hyperlocal 2.0-2.2 3.4-4.0 11-13%
Quick Commerce 1.1-1.3 4.6-6.7 29-44%

Shadowfax Hyperlocal Clients

Quick Commerce

Zepto, Blinkit, BigBasket, Flipkart Minutes, Swiggy Instamart

Food Delivery

Zomato, Swiggy, ONDC Network

On-Demand & Others

Apollo Pharmacy, Magicpin, Licious, Pincode, Uber (Mobility)

Source: RedSeer Report Get the data

B2C Online Logistics Landscape

Overview of B2C online logistics sub-sectors across E-commerce and On-Demand Hyperlocal segments, including definitions, categories, delivery timelines, shipment volumes, and 3PL outsourcing rates.

Sub-sectors E-commerce On-Demand Hyperlocal
Horizontals Non-Horizontals Quick Commerce Food & Others
Definition Horizontal marketplaces offer a broad spectrum of product categories, providing consumers with a one-stop platform to shop Non-horizontal marketplaces focus on niche categories, including vertical marketplaces dedicated to a specific sector (e.g., fashion, electronics), D2C brands, and others Quick commerce platforms deliver fast-moving consumer goods and retail essentials to consumers within ultra-short delivery windows, typically under 30 minutes This category primarily focuses on hyperlocal delivery services for food, meat, gifting solutions, and consumer-to-consumer (C2C) transfers
Categories Wide selection — electronics, fashion, BPC¹, furniture, home and décor, general merchandise² etc Focused product ranges like electronics, BPC¹, fashion, groceries, or niche categories (e.g., luxury items) As of FY24, majorly groceries. Upcoming categories are BPC¹, Electronics, Home, Fashion Food, Meat, Gifting, Consumer to consumer transfers
Delivery Timeline Same-day to longer delivery timelines <30 Mins 30 Mins - 2 Hr
Total Shipments (FY25) 4-4.3 Bn 0.9-1 Bn 1.1-1.3 Bn 2-2.2 Bn
3PL Outsourcing (FY25) 33-34% ~74% ~15% ~13%
8.3-8.8 Bn
Total B2C Shipments (FY25)
~74%
Non-Horizontal 3PL Rate
<30 min
Q-Commerce Delivery
4-4.3 Bn
Horizontal E-com Shipments

Notes:

1. BPC stands for Beauty & Personal Care

2. General Merchandise includes Books & Media, Auto Accessories, Toys, Sports & Fitness, Household Supplies etc.

3. E-commerce shipments include Delivered plus RTO (single parcel count for forward and return legs) plus Reverse Pick-Up shipments across eCommerce, D2C, Formalized social commerce, omnichannel by traditional brands.

Source: RedSeer Report

E-commerce Logistics Value Chain

The e-commerce logistics value chain is divided into three primary sections, with last-mile being the most complex and cost-intensive stage requiring precise coordination and robust technology systems.

📦
First Mile
Pickup from warehouse/sellers → Source hub/sortation centers
🚛
Mid Mile
Transport from source centers → Destination centers
🏠
Last Mile
Delivery from destination hubs → Customers

Why Last Mile is Most Complex

🎯
Precise coordination across multiple centers
⏱️
Same-day delivery timely execution
💰
Cash on Delivery handling
📦
Open-box delivery for high-value items

Shipment Classification by Last Mile Status

1
Shipment Delivered

A forward shipment that is accepted by the customer.

Journey: Origin → Customer ✓
2
Return-to-Origin (RTO)

A shipment that has not been delivered and returned to its origin.

Journey: Origin → Destination (failed) → Origin
3
Reverse Pick-up (RVP)

A shipment picked up from the customer for return after delivery.

Journey: Customer → Origin (post-delivery return)
~74%
Non-Horizontal 3PL Rate
33-34%
Horizontal 3PL Rate
~15%
Q-Commerce 3PL Rate
~13%
Food & Others 3PL Rate
Technology is Essential: Last-mile logistics demands robust technological systems for efficiency and coordination amongst all agents in the ecosystem. Requirements include precise multi-center coordination, timely same-day deliveries, efficient handling at drop-offs and return pick-ups, and managing operational complexities like COD and open-box delivery.

E-commerce Logistics Shipments (Excl. Grocery)

As of FY 2025, e-commerce logistics handled 4.9-5.3 billion shipments, growing at a stronger pace than e-commerce retail — mirroring trends observed in China.

E-commerce Shipments Growth

In billion, FY 2020-2025, FY 2030P

Per Capita Shipments

In #, FY 2025

28-31%
Historic CAGR (FY20-25)
23-27%
Projected CAGR (FY25-30)
4.9-5.3B
FY25 Shipments
15-16B
FY30P Shipments
Untapped Potential: India is at just 3-4 shipments per capita vs. China (75-85) and USA (60-70), highlighting substantial untapped growth potential within India's e-commerce logistics market.

Note: E-commerce shipments includes Delivered plus RTO (single parcel count for forward and return legs) plus Reverse Pick-Up shipments across eCommerce, D2C, Formalized social commerce, omnichannel by traditional brands.

Source: RedSeer Research and Analysis Get the data

Shipments by Category

Growth in lower AOV categories like fashion is contributing to a faster pace of shipment growth. The e-commerce retail market is observing an uptick in number of shipments with approximately 4-6% CAGR decline in average shipment value from FY 2020 to FY 2025.

Shipments by Category

In billion, FY 2020, FY 2025

Category Mix (FY 2025)

Fashion ~47%
Beauty & Personal Care ~20%
Electronics ~14%
Others ~19-23%
Fashion + BPC = ~67% of all e-commerce shipments, driving volume growth despite lower AOVs
-4-6%
AOV CAGR Decline (FY20-25)
~55%
Tier 2+ GMV Contribution
~62%
Tier 2+ Shipments Share
Tier 2+ Growth Driver: With platform democratization and uptick in the online shopper base, tier 2+ cities contributed approximately 55% to the e-commerce GMV and approximately 62% of total shipments, indicating room for further growth in number of shipments.

Notes:

1. Includes average shipment value of Delivered plus RTO plus Reverse Pick-Up shipments across eCommerce, D2C, Formalized social commerce, omnichannel by traditional brands. Excludes hyperlocal shipments.

2. "Others" category includes home & furniture, books and general merchandise, babycare, etc.

Source: RedSeer Research and Analysis Get the data

3PL Market Share & Outsourcing Trends

3PL players cater to 40-42% of logistics demand in FY 2025, with heavy reliance from faster-growing non-horizontal categories. 3PL providers deliver end-to-end logistics solutions and assist captive logistics by managing specific segments such as first-mile, mid-mile, or last-mile.

3PL Outsourcing by Segment (FY 2025)

Shipments by Business Model

Horizontal Platforms ~82% of shipments
Captive 66-67%
3PL 33-34%
Non-Horizontal (D2C, Vertical) ~18% of shipments
26%
3PL ~74%
+35-37% CAGR (FY20-25) — Fastest growing segment

Why Platforms Rely on 3PL Partners

H
Horizontal Platforms
Peak Demand: Handle 10+ sales events/year with flexible rider base
Geographic Reach: 3PL covers more pin codes for Tier 2+ growth
Seller Diversity: Manage widespread pickups from homepreneurs
N
Non-Horizontal (D2C)
Core Focus: Focus on product, marketing, customer service
Scalability: Adapt quickly to demand surges without capex
Cost Savings: Leverage 3PL economies of scale

Supply Chain Unbundling Trend

Even captive logistics arms increasingly outsource parts of their operations to 3PL providers. Captive players outsource various stages — first-mile pick-up, mid-mile transportation, and last-mile delivery — to 3PL providers for cost reduction, service quality enhancement, network expansion, and handling fluctuating demand efficiently.

Value-Added Services Driving 3PL Growth

Same-Day Delivery
Urban fulfillment centers & dark stores enable faster delivery in metros & Tier-1 cities
↩️
Reverse Pick-ups
~0.2B reverse pickups in FY25, growing at ~27% CAGR (FY20-25)
🔄
Exchange Logistics
Simultaneous exchange item drop-offs with reverse pick-ups
Fashion Drives Returns: With fashion projected to contribute to almost one-fourth of the online retail market by FY 2030, reverse pick-up services become critical. Fashion has the highest return rates by volume, requiring specialized logistics with stringent quality checks.
Source: RedSeer Research and Analysis Get the data

On-Demand Hyperlocal Delivery Overview

Hyperlocal market refers to the rapid and localized delivery of goods and services within a specific geographic area, often within hours or even minutes. It enables quick commerce for fast-moving consumer goods, groceries, electronics, and fashion, as well as hyperlocal services such as food delivery, gifting solutions, and consumer-to-consumer (C2C) transfers.

Rapid Delivery
Within minutes to hours
📍
Localized Reach
Specific geographic areas
🏙️
Urban Density
High-density demand hubs
🔄
Real-time Tech
Demand forecasting
Transforming Urban Areas: By harnessing technology, streamlined supply chains, and real-time demand forecasting, hyperlocal logistics enhances convenience and efficiency for businesses and consumers alike, transforming dense urban areas into self-sustaining market hubs.

Hyperlocal Delivery Segments

🛒
Quick Commerce
<30 min delivery
FMCG, groceries, electronics, fashion — delivered within 30 minutes from dark stores
🍔
Food & Other Hyperlocal
30 min - 2 hr delivery
Food delivery, meat, gifting solutions, C2C transfers — restaurant to doorstep

Quick Commerce — Rapid Growth at Nascent Stage

While consumers increasingly shifted online wanting a wider range of options and improved access, the delivery timelines for existing e-commerce models spanned from a day to multiple days. With increasing purchasing power and time-constrained lifestyles of urban consumers, the demand for reduced delivery times, fresher products, and more 'last-minute' purchases has grown.

Quick Commerce Market Size

In ₹ trillion, FY 2022-FY 2030P

Why Quick Commerce Works in India

High-Density Demand
Allows Q-commerce players in India to operate faster than leading players in USA and UK
Time-Constrained Urban Consumers
Demand for reduced delivery times, fresher products, and 'last-minute' purchases
Dark Store Infrastructure
Micro-fulfillment centers strategically placed in urban areas enabling <30 min delivery
Global Context: Average delivery times for quick commerce players globally remain approximately 30 minutes. India's high urban density enables competitive or faster times.
₹0.53T
FY25 Market Size ($6.2B)
₹4-6T
FY30P Market Size
50-62%
Projected CAGR (FY25-30)
<30 min
Delivery Time
Significant Headroom: Quick commerce has been growing rapidly but is still at a nascent stage in India's large and highly fragmented retail market, which represents significant headroom for growth in the future.
Source: RedSeer Research and Analysis Get the data

Hyperlocal Shipments Outlook

Hyperlocal Shipments by Segment

In billion, FY 2025 vs FY 2030P

Segment Growth Rates

Segment FY25 FY30P CAGR
Quick Commerce 1.1-1.3B 4.6-6.7B 29-44%
Food & Others 2.0-2.2B 3.4-4.0B 11-13%
Total Hyperlocal 3.1-3.5B 8.0-10.7B ~20%

3PL Outsourcing (FY 2025)

~15%
Quick Commerce 3PL
~13%
Food & Others 3PL

Shadowfax Hyperlocal Partners

Quick Commerce

Zepto, Blinkit, BigBasket, Flipkart Minutes, Swiggy Instamart

Food Delivery

Zomato, Swiggy, ONDC Network

On-Demand & Others

Apollo Pharmacy, Magicpin, Licious, Pincode, Uber (Mobility)

Shadowfax is #1 3PL for quick commerce by order volume, partnering with all major Q-commerce platforms including Zepto, Blinkit, BigBasket, and Swiggy Instamart.
Source: RedSeer Research and Analysis Get the data
Disclaimer: This report is for informational purposes only and does not constitute investment advice.