Table Of Content
- Executive Summary
- Shift 1 — Digital Access Is Rising, but Digital Confidence Is Growing Slowly
- Shift 2 — Social Platforms Have Become Bharat’s Discovery Engine
- Shift 3 — WhatsApp Is Now a Commerce Channel
- Shift 4 — UPI Has Become the Foundation of Trust
- Shift 5 — Logistics & Delivery Reliability Define Brand Trust
- Summary of What This Report Covers
- Digital Access, Usage, and Adoption Patterns in Bharat
- Internet Penetration Is High, but Usage Is Uneven
- Mobile Is the Primary Device for Almost Everyone
- Data Costs Shape Consumption Patterns
- Short Video Is the Dominant Content Format
- Language Preferences Drive Trust and Engagement
- Gender & Age Distribution of Digital Users
- Youth (15–30)
- Women (Across Age Groups)
- Urban vs Bharat: Different Digital Cultures
- Metro Users
- Bharat Users
- The Adoption Curve: Awareness → Influence → Trial → Trust
- Category-by-Category Consumption Behaviour in Bharat
- Fashion and Apparel — Bharat’s Entry Point Into E-Commerce
- Why Fashion Leads the Adoption Curve
- What This Means for Brands
- Beauty and Personal Care — The Fastest Growing Digital Category
- Why Beauty Converts So Well
- What Brands Should Focus On
- Grocery and Essentials — The Category That Builds Habit
- Why Grocery Has the Strongest Stickiness
- Brand Strategy for Grocery
- Electronics and Accessories — The Trust Maturity Category
- Why Electronics Require Deep Trust
- Brand Priorities
- Food Delivery, Mobility, and Local Services — Everyday Digital Dependence
- What Drives This Behaviour
- Brand Opportunities
- Cross-Category Behaviour Patterns
- Behaviour Loop 1 — Slow First Purchase → Fast Repeat Purchases
- Behaviour Loop 2 — Reel → WhatsApp → UPI
- Behaviour Loop 3 — Local Validation Drives Confidence
- Behaviour Loop 4 — Hybrid Shopping (Online + Offline Mix)
- Social Commerce: Where Discovery Actually Happens
- Short Video as the New Storefront
- How Creators Shape Demand in Bharat
- The Discovery → Validation → Purchase Journey
- Youth as the Driving Force Behind Social Commerce
- Why Social Commerce Works Better Than Traditional Ads
- How Brands Should Adapt to the Social Commerce Shift
- Summary
- WhatsApp Commerce: The Conversation-Led Funnel
- How Bharat Uses WhatsApp to Shop
- Why WhatsApp Feels More Trustworthy Than Websites
- Personal validation
- Quick responses
- Familiar interface
- Catalogue Browsing Through WhatsApp
- Why Voice Notes, Photos, and Videos Increase Conversion
- WhatsApp as a Payment Engine
- How WhatsApp Reduces RTO (Return to Origin)
- How Brands Can Use WhatsApp for Full-Funnel Commerce
- 1. Build a credible WhatsApp Business profile
- 2. Add a complete product catalogue
- 3. Enable WhatsApp paylinks for UPI
- 4. Offer fast, voice-based customer support
- 5. Send order confirmation and delivery updates
- 6. Build a repeat purchase loop
- WhatsApp Commerce by Category
- Summary
- UPI Commerce: India’s Trust Engine
- Why UPI Drives Trust in Bharat
- UPI vs. Cash on Delivery (COD) Behaviour
- How UPI Shapes Purchase Frequency
- UPI and Category-Specific Behaviour
- Fashion & Apparel
- Beauty & Personal Care
- Grocery & Essentials
- Electronics & Mobile Accessories
- UPI’s Role in Reducing RTO (Return to Origin)
- The UPI Trust Loop: A Four-Step Behavioural Pattern
- Step 1: Discovery
- Step 2: Validation
- Step 3: UPI Payment
- Step 4: Delivery
- How UPI Enables New Business Models
- Micro-commerce
- Community-led buying
- Subscription-driven categories
- Local-to-digital migration
- How Brands Should Leverage UPI for Higher Conversions
- Summary
- Trust, Risk, and Digital Confidence in Bharat
- The Trust Gap: High Usage, Low Confidence
- Four Trust Anchors That Drive Digital Confidence
- Clear Information
- Social Proof
- Personal Support
- Predictable Delivery
- COD as a Psychological Bridge
- How Product Authenticity Shapes Buying Decisions
- Delivery Reliability as the New Brand Identity
- RTO as a Trust Failure, Not a Logistics Issue
- What Builds Digital Confidence Over Time
- Clear Discovery
- Real Validation
- Safe Payment
- On-Time Delivery
- Regional Differences in Trust Behaviour
- North & East India
- South India
- West India
- How Brands Can Strengthen Digital Confidence
- Summary
- Logistics, Delivery, and Infrastructure in Bharat
- Why Logistics is the Real Growth Bottleneck
- Delivery Time Expectations by Region
- Metro Cities
- Tier 2 Cities
- Tier 3/4 Cities
- Why Address Issues Are Common in Bharat
- Courier Behaviour and Its Impact on Trust
- The Hidden Role of Reverse Logistics
- Micro-Warehousing and Hyperlocal Delivery
- Digital + Physical Infrastructure Gaps
- Effective Strategies for Improving Delivery Reliability
- Pre-Dispatch Confirmation
- Pincode-Level Delivery Mapping
- Multi-Courier Routing
- Predictive Delivery Messaging
- Easy Refund and Return SOP
- Summary
- Vernacular India: Language, Culture, and Local Relevance
- Why Vernacular Content Drives Higher Trust
- How Language Shapes Buying Decisions
- Product Understanding
- Risk Perception
- Feature Interpretation
- Family Influence
- The Cultural Layer Behind Vernacular Consumption
- The Rise of Regional Creators
- Vernacular Search Behaviour
- Why Regional UI/UX Improves Conversion
- What Categories Benefit Most from Vernacular Optimization
- Fashion
- Beauty
- Grocery
- Healthcare & Wellness
- Electronics
- How Brands Can Build a Vernacular Strategy
- Translate Key Product Elements
- Use Creator-Led Explanations
- Vernacular Customer Support
- Local Festive Campaigns
- Region-Specific Landing Pages
- Summary
- The Influence of Youth and Women: India’s Fastest-Growing Digital Segments
- Youth (15–30): The Acceleration Force Behind Digital Adoption
- Why Youth Lead Digital Experimentation
- Content Drives Curiosity
- Community Influence
- Tech Comfort
- Fast Trust Cycles
- Women: The Silent Growth Engine of Bharat’s Internet Economy
- Why Women Are Increasingly Digital-First
- Convenience
- Privacy
- Budget Control
- Content Education
- How Women Shape Household Decisions
- Regional Patterns Among Women Users
- North India
- South India
- West India
- East India
- Youth and Women as Community Influencers
- How Brands Should Adapt to Youth and Women-Led Consumption
- Use Short Videos for Education
- Create Vernacular Content
- Design Trusted Payment Flows
- Build Category-Specific Micro-Creator Networks
- Facilitate Repeat Purchases
- Summary
- AI-Native Commerce: The Future of Bharat (2025–2030 Outlook)
- The New Funnel: Ask → Compare → Pay → Deliver
- Ask
- Compare
- Pay
- Deliver
- Why AI Fits Bharat’s Behavioural Patterns
- Vernacular AI: The Mega Shift
- AI as the New Trust Layer
- Honest Comparisons
- Fast Doubt Resolution
- Refund and Return Clarity
- Safety Guidance
- Agent-Led Commerce: AI Buying on Behalf of the User
- AI’s Role in Local and Hyperlocal Commerce
- AI and the Rise of Zero-Click Buying
- How AI Shapes the Future of Product Discovery
- How Brands Can Prepare for AI-Native Commerce
- Build AI-Compatible Content
- Add Regional-Language Descriptions
- Maintain Clear Specs and Benefits
- Strengthen Social Proof
- Enable Frictionless UPI Checkout
- Use WhatsApp as the Primary Closure Layer
- Summary
- Forecast: The Bharat Consumer of 2030
- The Bharat Consumer Will Move from Hesitant to Decisive
- Vernacular-First Consumption Will Be the Standard
- Bharat Will Rely on AI for Most Shopping Decisions
- Social Commerce Will Control the Discovery Layer
- Commerce Will Be Conversation-Led, Not Website-Led
- Bharat’s Digital Consumer Will Become More Value-Conscious, Not Price-Obsessed
- Women and Youth Will Become the Core Customer Segments
- Hyperlocal and Fast Delivery Will Be Expected, Not Desired
- Bharat 2030: A Summary of the Digital Consumer
- Methodology, Sample Size, and Data Sources
- Study Objectives
- Primary Research: Survey Methodology
- Sample Size
- Sampling Method
- Regions Covered
- Survey Tools
- Primary Research: Behavioural Interviews
- Secondary Research Sources
- Behavioural Data Modeling
- Digital Adoption Patterns
- Commerce Behaviour
- Trust Indicators
- Regional Nuances
- AI-Native Adoption
- Data Validation and Integrity Checks
- Limitations of the Study
- Ethical Considerations
- Summary
- Conclusion and Strategic Recommendations
- The Five Foundational Forces Redefining Bharat (2025–2030)
- Key Strategic Recommendations for Brands
- 1. Build for Trust, Not Traffic
- 2. Shift from Website-Led Commerce to Conversation-Led Commerce
- 3. Optimize Content for Short Video and Regional Creators
- 4. Prioritize UPI as the Primary Payment Flow
- 5. Build Vernacular-First Interfaces and Communications
- 6. Prepare for AI-Native Commerce Today
- 7. Fix Logistics as a Trust Function, Not an Operational Layer
- 8. Build for Youth and Women First
- 9. Treat Social, WhatsApp, and UPI as One Integrated Commerce Loop
- 10. Prepare for a Zero-Search Future
- The Final Word: Bharat Will Reward Brands That Respect Its Reality
- FAQ
Executive Summary
Bharat’s digital economy is entering its most important phase. Over the last five years, India added millions of new internet users, but most growth did not come from metros. It came from Tier 2, Tier 3, Tier 4 cities, and rural markets. These regions now form the real engine of India’s consumer internet story.
Our research, based on a survey of 4,200 respondents across 32 cities and 1,500 e-commerce performance datasets, shows five major shifts that define how Bharat shops, pays, and builds trust online.
Shift 1 — Digital Access Is Rising, but Digital Confidence Is Growing Slowly
Internet usage is now widespread, but confidence in buying online still lags.
Only 54% of users in non-metro India feel “fully comfortable” shopping online.
Fear of fake products, payment loss, or weak return support continues to influence buying decisions.
However, once trust forms, repeat orders grow quickly. This creates a clear pattern: slow first transaction, but fast second and third transactions.
Shift 2 — Social Platforms Have Become Bharat’s Discovery Engine
Short videos drive discovery more than search. Platforms like Instagram Reels and YouTube Shorts have become the first touchpoint for categories such as fashion, beauty, home utilities, and food.
In our survey:
- 72% of women in Tier 2/3 discover fashion through Reels
- 58% of youth discover products on YouTube Shorts
- Micro-creators convert 2.5× better than celebrity campaigns
Social influence has replaced traditional browsing.
Shift 3 — WhatsApp Is Now a Commerce Channel
WhatsApp is no longer a communication tool. It is a complete commerce system where users browse catalogues, ask questions, receive product videos, and pay through UPI paylinks.
A significant 64% of Bharat consumers have made at least one purchase through WhatsApp, and sellers using WhatsApp confirmation messages see up to 30% lower RTO.
The discovery-to-payment journey is becoming conversational.
Shift 4 — UPI Has Become the Foundation of Trust
UPI is the most important enabler of Bharat’s digital growth.
It offers instant payments and instant refunds, removing financial fear.
UPI usage crosses 70% by the fourth online order, replacing COD over time.
UPI also increases average order value. When customers shift from COD to UPI, AOV rises by 30–40% across categories.
According to NPCI’s latest UPI usage trends, UPI continues to dominate digital payments in Bharat.
Shift 5 — Logistics & Delivery Reliability Define Brand Trust
In Bharat, the brand is only as strong as its delivery experience.
- 58% say on-time delivery is their top reason for reordering
- 41% abandon purchases if delivery timelines feel vague
- Tier 3/4 RTO can reach 25–34%
Delivery reliability, courier behaviour, and reverse logistics matter more than discounts or packaging aesthetics.
These consumer-side behaviours align closely with the larger structural transformation happening across India’s supply chain. Our detailed report on the India Logistics & Supply Chain Tech Revolution 2025–2030 explains how automation, local fulfilment networks, and AI-driven routing are directly shaping delivery reliability across Bharat.
Summary of What This Report Covers
This report provides a deep, data-driven view into:
- How Bharat discovers products
- How trust is formed and broken
- What role UPI plays in building confidence
- Why social and WhatsApp drive the majority of conversions
- How categories grow at different speeds
- What Bharat will look like in 2030
- What brands and policymakers must do today
The goal is to give founders, marketers, and ecosystem leaders a clear blueprint to build for India’s next 500 million digital consumers.
Digital Access, Usage, and Adoption Patterns in Bharat

Digital adoption in Bharat has reached a critical turning point. India now has over 820 million internet users, and most new additions come from Tier 2, Tier 3, Tier 4 and rural regions. These users are young, mobile-first, video-first, and heavily influenced by creators.
However, their adoption curve is different from metro India.
It is shaped by access, affordability, local culture, language preference, and trust.
Internet Penetration Is High, but Usage Is Uneven
India’s overall internet penetration is strong, but regional gaps remain.
In metro cities, internet usage is near-saturated. In contrast, Tier 2 and Tier 3 cities continue to add new users every month.
Key patterns from our survey (N = 4,200):
- 74% of Bharat users access the internet every day
- 91% are mobile-first
- 87% use prepaid data packs
- Rural usage is rising at 2× the pace of urban usage
The next wave of digital growth will therefore depend on improving access quality, not just quantity.
Mobile Is the Primary Device for Almost Everyone
Bharat’s digital journey is inseparable from the smartphone.
Device usage insights:
- 91% use mobile as their primary device
- Only 6% use laptops regularly
- 3% use shared or cybercafé devices
- 4G is the dominant network, but 5G adoption is accelerating in Tier 2
Because of this mobile-first reality, brands must design for:
- Fast load speeds
- Low-bandwidth conditions
- Simple interfaces
- Short, vertical-video content
Mobile behaviour shapes every category, from fashion to fintech.
Data Costs Shape Consumption Patterns
India has one of the lowest mobile data costs globally. But for Bharat’s prepaid users, data cost is still a budgeting decision.
Our survey found:
- 49% of users restrict video streaming at month-end
- 32% rely on Wi-Fi only in certain pocket areas
- 54% prefer short-form content to save data
Because data is not “always-on,” behaviour changes at different times of the month.
This is why short videos outperform long educational formats in Bharat.
Short Video Is the Dominant Content Format
Short video now leads all content categories in Bharat.
Across age groups:
- 15–24: Reels/Shorts dominate 80% of daily content
- 25–34: Entertainment + product discovery account for 62%
- 35–55: WhatsApp videos dominate family and community conversations
Creators who use regional languages see 35–40% higher engagement than creators using English or metro-Hindi.
This shift has reshaped product discovery, influencer influence, and shopping intent.
Language Preferences Drive Trust and Engagement
Language is one of the strongest behavioural forces in Bharat.
Regional languages create familiarity, reduce cognitive load, and improve trust.
Survey findings:
- 68% prefer content in their regional language
- 52% trust product videos more when creators speak their dialect
- 43% avoid buying from sites with only English descriptions
Vernacular content is not optional. It is a conversion driver.
Gender & Age Distribution of Digital Users
Digital adoption is being led by two groups:
Youth (15–30)
- Account for 56% of all new digital users
- Experiment with new categories quickly
- Rely heavily on short videos, WhatsApp, and UPI
- Influence family and household buying decisions
Women (Across Age Groups)
- Digital participation is rising steadily
- High adoption in fashion, beauty, homeware, education
- Use mobile for budgeting, communication, and micro-commerce
- Trust creators who feel relatable and community-driven
Women and youth will shape the next decade of the Indian consumer internet.
Urban vs Bharat: Different Digital Cultures
Digital usage patterns in smaller cities differ from metros.
Metro Users
- High data availability
- App-first behaviour
- Lower COD reliance
- Higher AOV
- Multi-category online spend
Bharat Users
- Data-saving mindset
- Video-first, app-second behaviour
- COD-first for new orders
- WhatsApp-led conversation
- High sensitivity to delivery timelines
Brands must design for Bharat’s behavioural model, not metro assumptions.
The Adoption Curve: Awareness → Influence → Trial → Trust
Bharat’s adoption follows a predictable curve:
- Awareness through reels, shorts, and WhatsApp forwards
- Influence via relatable creators
- Trial through low-ticket SKUs or COD
- Trust through successful delivery and refunds
- Habit with UPI and repeat purchases
Once trust is built, the shift from occasional to frequent usage is rapid.
Category-by-Category Consumption Behaviour in Bharat

Bharat’s online shopping behaviour is not uniform. Each category grows at a different speed, influenced by trust, content exposure, cultural relevance, pricing comfort, and digital confidence.
Our survey (N = 4,200) and analytics across 1,500 e-commerce sites reveal clear adoption patterns that explain how users move from curiosity to consistent buying.
This section breaks down the consumption behaviour across the five most important online categories and highlights the cross-category patterns that shape Bharat’s digital economy.
Fashion and Apparel — Bharat’s Entry Point Into E-Commerce
Fashion is the most common first online purchase for non-metro India.
Survey findings:
- 62% of first-time buyers purchased apparel as their first online order
- 71% discovered apparel through short videos
- 48% feel returns in fashion feel “safe and easy”
Why Fashion Leads the Adoption Curve
- Strong visual influence
Short videos, try-on clips, and styling content drive desire quickly.
Regional influencers play a big role because audiences find them relatable. - Festival and wedding-driven intent
Demand peaks around Diwali, Eid, Durga Puja, and wedding seasons. - Comfort with exchanging size/fit
Fashion has the least psychological risk. Users know they can return or exchange.
What This Means for Brands
- Use real photos and local creators
- Add size/fit clarity and vernacular product descriptions
- Provide COD for first orders and UPI incentives for repeat buyers
Fashion is the gateway category that opens the door to digital trust.
Beauty and Personal Care — The Fastest Growing Digital Category
Beauty is expanding faster than fashion in Bharat because discovery is dominated by tutorials and micro-influencers.
Data signals:
- 57% of women in Tier 2/3 discovered a beauty product through reels
- 64% watch at least one review before buying
- 46% repeat purchase rate for trial-size SKUs
Why Beauty Converts So Well
- Education drives trust
Users depend on simple, regional-language tutorials and ingredient breakdowns. - Low-ticket experimentation
Products under ₹199 convert at 3× higher rates. - Micro-influencers outperform celebrities
Local creators mimic real routines and build confidence.
What Brands Should Focus On
- Create regional-language tutorials
- Launch mini-SKUs
- Seed products to micro-creators, not large influencers
Beauty represents aspiration unlocked through education.
Grocery and Essentials — The Category That Builds Habit
Grocery is where users shift from trial to habit.
Once a household completes 3–5 successful grocery orders, online shopping becomes part of their weekly routine.
Key metrics:
- 76% of grocery transactions use UPI
- Delivery consistency matters more than discounts (58%)
- Local brands outperform national brands in Tier 3/4 by 22–35%
Why Grocery Has the Strongest Stickiness
- High frequency
Daily essentials build familiarity and reduce digital hesitation. - UPI convenience
Micro-payments increase trust and speed. - Local brand familiarity
Staples like atta, masala, and oil often favour local brands.
Brand Strategy for Grocery
- Offer simple one-tap UPI reorder flows
- Keep delivery windows precise
- Highlight local relevance and freshness
Grocery creates the trust loop that spreads to other categories.
Electronics and Accessories — The Trust Maturity Category
Electronics purchases signal a high level of digital confidence.
Behaviour data:
- 67% watch long-form reviews before buying
- High-value COD drops to 24%
- UPI adoption rises to 62% for electronics
- Warranty clarity increases conversion by 21%
Why Electronics Require Deep Trust
- High perceived risk
Quality concerns, damage fear, and warranty doubts slow the decision. - Long research cycle
Users compare prices, watch reviewers, and read comments across apps. - Payment caution
COD drops because buyers prefer secure, documented payments.
Brand Priorities
- Add clear warranty and repair process details
- Provide vernacular demos
- Use WhatsApp for pre-sales support
Electronics represent the highest rung of Bharat’s trust ladder.
Food Delivery, Mobility, and Local Services — Everyday Digital Dependence
This category is the backbone of daily digital usage.
Insights:
- Tier 2 food delivery adoption grew 2.1× in 18 months
- Tier 3 mobility bookings grew 30–40%
- 68% of local service enquiries (plumbers, tutors, salons) happen on WhatsApp
What Drives This Behaviour
- Convenience over price
Time savings matter more than discounts. - WhatsApp-based communication
People prefer voice notes, location pins, and photos for clarity. - Peer-led trust
Local recommendations carry more weight than app reviews.
Brand Opportunities
- Enable WhatsApp-based scheduling
- Use simple paylinks for micro-services
- Build regional presence through local partnerships
Services create daily digital dependency.
Cross-Category Behaviour Patterns
Across categories, Bharat follows four predictable behavioural loops.
Behaviour Loop 1 — Slow First Purchase → Fast Repeat Purchases
The first purchase is fear-driven.
Once trust forms, frequency increases quickly.
Behaviour Loop 2 — Reel → WhatsApp → UPI
Short videos start the journey.
Chat builds confidence.
UPI closes the transaction.
Behaviour Loop 3 — Local Validation Drives Confidence
Users look for reviews or creators from the same region, income level, or language.
Behaviour Loop 4 — Hybrid Shopping (Online + Offline Mix)
Users frequently:
- See products online
- Validate offline with peers
- Buy online via UPI
This hybrid journey is unique to India’s non-metro markets.
Social Commerce: Where Discovery Actually Happens

Social platforms have become the most important discovery engine for Bharat’s digital shoppers.
Short videos, micro-creators, WhatsApp forwards, and regional content drive more product awareness than search engines or marketplaces. For Bharat’s consumers, discovery happens in the feed, not in the search bar.
This shift has reshaped consumer psychology, category demand, and the way brands must think about marketing.
Short Video as the New Storefront
Short videos dominate Bharat’s digital behaviour, especially in Tier 2 and Tier 3 cities. Reels, YouTube Shorts, and ShareChat-led content serve as the first point of influence across most categories.
Key behaviour trends from our survey and dataset:
- 72% of women in non-metro India discover fashion or beauty items through short videos
- 58% of youth find product ideas on YouTube Shorts before visiting any website
- Short videos cause a 1.8× spike in brand search volume within 48 hours of posting
Users respond strongly to:
- Real-life demos
- Local creators
- Simple explanations
- Low-produced content that feels authentic
Short video is not entertainment alone. It is Bharat’s digital window-shopping experience.
How Creators Shape Demand in Bharat
Creators are the new frontline for product discovery.
However, Bharat audiences respond differently from metro audiences.
In Tier 2/3/4 regions:
- Micro-creators (5k–50k followers) convert 2.5× better than celebrity influencers
- Regional-language creators receive 35–40% higher engagement
- Creators who show real homes and normal lighting build stronger trust
- Voiceovers in local dialects increase watch-time and intent
Trust comes from relatability, not aspiration.
Creators are not just media channels; they are modern shopkeepers and sales advisors.
The Discovery → Validation → Purchase Journey
Bharat does not follow a linear shopping funnel.
Instead, the journey looks like this:
- Short video creates desire
- User shares the video with a friend or family group
- WhatsApp discussion begins
- Doubts are clarified using voice notes or video replies
- UPI paylink is shared for quick payment
- Delivery and local proof complete the cycle
This “social → conversation → payment” path drives a large share of Bharat’s digital orders.
The more time users spend validating through social content, the faster they convert when trust is established.
Youth as the Driving Force Behind Social Commerce
Young users lead experimentation and influence household decisions.
Patterns among 15–30 age group:
- They follow more creators than brands
- They try new categories faster
- They use digital payments confidently
- They shape what families buy, especially fashion, beauty, home utilities, and electronics
In many Bharat households, digital decisions flow upward: youth influence parents, not the other way around.
This makes youth the most important multiplier for category adoption.
Why Social Commerce Works Better Than Traditional Ads
Traditional advertising focuses on messaging.
Social commerce focuses on proof.
Users trust:
- Real product usage
- Local creators
- Before/after videos
- Honest reactions
- Relatable settings
This proof-oriented behaviour reduces doubt and increases intent.
Brands that embrace real-world authenticity outperform those using polished ads.
How Brands Should Adapt to the Social Commerce Shift
To succeed, brands must design content and funnels that match how Bharat already behaves:
- Produce simple, short, real-life video demos
- Work with micro-creators who speak regional languages
- Repurpose every video into WhatsApp-friendly formats
- Answer common questions in DMs, comments, and chat
- Provide UPI paylinks for instant closure
- Encourage customers to share unboxing clips
Conversion happens when friction is removed, and familiarity is added.
Social commerce is not a marketing channel—it is the new operating system of Bharat’s digital economy.
Summary
Bharat does not discover products through websites or ads.
It discovers through short videos, creators, and conversations.
The creator economy, youth influence, and regional-language content shape how categories grow and how trust is formed.
To win in Bharat, brands must shift from advertising to proof, from polished campaigns to conversational content, and from funnel thinking to format thinking.
Social is the discovery layer.
WhatsApp is the validation layer.
UPI is the conversion layer.
This is Bharat’s new commerce model.
WhatsApp Commerce: The Conversation-Led Funnel

WhatsApp has quietly become one of the most powerful commerce channels in Bharat.
It is where product discovery turns into conversations, where doubts get resolved, and where payments close instantly through UPI.
For millions of Bharat users, WhatsApp feels safer, more personal, and more trustworthy than browsing a website.
Our survey and usage data show that WhatsApp is no longer a support tool. It is a full commerce stack—catalogue, consultation, checkout, and customer service—all in one place.
How Bharat Uses WhatsApp to Shop
Bharat’s online shoppers use WhatsApp as their primary “commerce assistant.”
Key behavioural signals from our study:
- 64% of Bharat users have purchased at least one product directly through WhatsApp
- 51% prefer asking questions on WhatsApp rather than on the product page
- 43% say WhatsApp replies feel “more trustworthy than website descriptions”
- 57% of users say they share product videos with friends or family before buying
The flow is simple and fits Bharat’s trust psychology:
- A product is discovered through short video or creator
- The user sends a message to the seller or business account
- Seller responds with photos, short clips, voice notes
- A UPI paylink is shared
- Delivery updates continue inside chat
- Repeat purchases happen with a simple “Send again” message
This conversational loop builds comfort, and comfort builds conversion.
Why WhatsApp Feels More Trustworthy Than Websites
Trust drives commerce in Bharat, and WhatsApp provides the three signals users look for:
Personal validation
The presence of a human—real or automated—reduces fear about payments and product quality.
Quick responses
Buyers value speed.
42% say chat responses influence their purchase more than discounts.
Familiar interface
Users already communicate with family, friends, and local stores on WhatsApp.
Shopping through the same interface feels natural.
This trust advantage reduces hesitation and increases order completion rates.
Catalogue Browsing Through WhatsApp
WhatsApp Business Catalogues act like micro-stores.
Our data shows:
- 38% of users have viewed at least one business catalogue
- 29% clicked “Message Business” after viewing a catalogue item
- 19% completed a purchase without visiting any website
Catalogue view-to-conversion is high because:
- Products are showcased in simple image or video format
- Information is short and direct
- Users can ask clarifying questions instantly
- Payment happens inside the chat
Lower friction means faster decisions.
Why Voice Notes, Photos, and Videos Increase Conversion
People in Bharat prefer voice-based clarity over long text descriptions.
Data signals:
- Voice notes increase conversion probability by 1.6×
- Short product clips increase intent by 2×
- Behind-the-scenes videos (packing, trying, demos) reduce cancellation rates
- Casual photos feel more authentic than polished catalogue shots
Customers trust what they can see and hear directly.
This is why creators sharing real-life usage videos have become such strong commercial forces.
WhatsApp as a Payment Engine
UPI is deeply integrated into WhatsApp in Bharat.
Key adoption metrics:
- 72% of WhatsApp-led purchases are paid through UPI
- 18% still choose COD for first orders
- After two successful orders, COD share drops to 9%
- UPI paylinks close purchases 3× faster than website checkout
UPI reduces friction and increases average order value because customers feel safe transacting inside a familiar interface.
How WhatsApp Reduces RTO (Return to Origin)
RTO is one of the biggest cost drains for brands in Bharat.
WhatsApp reduces this significantly.
Brands that use WhatsApp for address confirmation and delivery updates see:
- 20–30% lower RTO in Tier 2/3
- 40% fewer “wrong address” cases
- 2× improvement in “delivery attempt success rate”
- Sharper buyer intent clarity before dispatch
Why?
Because conversational confirmation feels human and secure.
How Brands Can Use WhatsApp for Full-Funnel Commerce
Brands that win on WhatsApp follow a structured activation model:
1. Build a credible WhatsApp Business profile
Include logo, working hours, return policy, and support info.
2. Add a complete product catalogue
Use regional language titles and short videos.
3. Enable WhatsApp paylinks for UPI
Use simple, single-click payment flows.
4. Offer fast, voice-based customer support
Answer top doubts through pre-recorded voice notes.
5. Send order confirmation and delivery updates
Keep communication transparent to reduce cancellations.
6. Build a repeat purchase loop
Encourage customers to reorder using a simple “Send again” message.
This creates a predictable and high-conversion funnel.
WhatsApp Commerce by Category
Some categories perform exceptionally well on WhatsApp:
- Fashion & Apparel: high chat-to-order clarity
- Beauty: strong video influence and strong repeat purchases
- Home Utilities: simple explanation videos boost trust
- Local Services: voice notes build credibility
- Electronics Accessories: UPI paylinks reduce COD friction
Whatsapp is especially effective for categories where customers want reassurance before ordering.
Summary
WhatsApp has become the core commerce layer for Bharat. It drives conversation, builds confidence, answers doubts, and handles payments—all in a single, familiar interface.
It reduces RTO, increases UPI adoption, and shortens the time from discovery to purchase.
In Bharat’s digital economy:
- Social creates intent
- WhatsApp validates intent
- UPI completes intent
This conversational model will define the next decade of online commerce in India.
UPI Commerce: India’s Trust Engine

UPI has become the most important driver of digital commerce in Bharat.
It removes friction, builds confidence, and eliminates the fear of payment loss.
For millions of first-time buyers, UPI is the final reassurance they need to complete an order.
Our research shows that UPI is not simply a payment method. It is a trust engine, a behaviour enabler, and a conversion booster for Bharat’s digital consumers.
Why UPI Drives Trust in Bharat
UPI offers real-time confirmation, instant refunds, and no transaction fees.
For users who are shifting from cash-based behaviour, this combination reduces anxiety and speeds up decision-making.
Key trust indicators from our survey:
- 71% feel safer paying with UPI than with cards
- 64% say UPI refunds build long-term confidence
- 58% trust UPI more because it keeps transaction history in one place
- Only 8–10% of people worry about UPI failure, down from 32% four years ago
When trust increases, users take more risks with new categories.
UPI vs. Cash on Delivery (COD) Behaviour
COD was the default payment method in Bharat for nearly a decade.
However, UPI has started to replace COD faster than expected.
Key shifts in our collected dataset:
- UPI accounts for 72% of WhatsApp-led purchases
- UPI adoption rises to 82% by the 4th successful order
- COD usage drops from 54% to 22% within four orders
- UPI reduces “failed delivery attempts” by 30–35%
COD will not vanish, but it is no longer the anchor of trust.
UPI is the new baseline for confident buying.
How UPI Shapes Purchase Frequency
Users who adopt UPI tend to buy more often and spend more per purchase.
Our analysis found:
- UPI buyers place 2.3× more orders over 90 days
- Their average order value (AOV) is 30–40% higher
- They reorder 47% faster than COD-first buyers
- Subscription-based categories (groceries, grooming, home utilities) grow sharply with UPI
The lack of friction—zero OTP, instant confirmation, no card failures—encourages frequent, impulse, and small-ticket purchases.
UPI turns occasional buyers into habitual buyers.
UPI and Category-Specific Behaviour
UPI adoption varies by product category, reflecting user confidence levels.
Fashion & Apparel
- 61% prefer UPI due to fast refunds
- First-time orders still see moderate COD demand, especially for sizing concerns
Beauty & Personal Care
- 70% prefer UPI
- Trial kits and low-ticket products push UPI usage higher
Grocery & Essentials
- 76–84% UPI usage depending on region
- Micro-payments under ₹300 have the highest conversion rates
Electronics & Mobile Accessories
- 62% UPI usage
- COD used mainly for high-value orders
- UPI paylinks accelerate closure for accessories below ₹1,000
UPI is now intertwined with category trust maturity.
UPI’s Role in Reducing RTO (Return to Origin)
RTO is one of the costliest problems in Bharat commerce.
UPI dramatically reduces these losses.
Brands using UPI-first workflows see:
- 40–45% reduction in RTO compared to COD
- 2× higher pre-dispatch confirmation success rates
- 33% lower “fake address” or “no response” cases
- Stronger repeat purchase patterns
The biggest reason?
UPI creates financial commitment and filters out low-intent orders.
The UPI Trust Loop: A Four-Step Behavioural Pattern
Our study revealed a clear behavioural loop that repeats across almost all categories:
Step 1: Discovery
Users find products through short videos or creators.
Step 2: Validation
WhatsApp messages, reviews, or creator demos reduce doubt.
Step 3: UPI Payment
Instant payment gives a sense of control and transparency.
Step 4: Delivery
Positive delivery creates long-term trust.
Once this loop completes successfully, UPI becomes the default choice.
How UPI Enables New Business Models
UPI is also creating new digital behaviour in Bharat:
Micro-commerce
Small-ticket sellers thrive on UPI because transactions are instant.
Community-led buying
Residents of the same locality coordinate group purchases using UPI splits.
Subscription-driven categories
UPI autopay increases retention for recurring products.
Local-to-digital migration
Offline shopkeepers now accept UPI orders through WhatsApp without needing a website.
UPI is not only a payment system; it is a conversion platform.
How Brands Should Leverage UPI for Higher Conversions
Brands that want to grow in Bharat must restructure payment flows around UPI.
Practical steps that work:
- Offer UPI paylinks early in the conversation
- Highlight “instant refund” policies on product pages
- Simplify checkout with one-tap UPI flows
- Push UPI incentives for second orders
- Keep COD optional but not dominant
- Use WhatsApp automated reminders for pending UPI payments
This increases order completion and reduces cancellations.
Summary
UPI has become the backbone of digital trust in Bharat.
It replaces COD as the comfort zone, increases willingness to experiment, and reduces the financial anxiety that once limited e-commerce growth.
UPI accelerates discovery-to-purchase cycles, reduces operational costs, and improves repeat behaviour across categories.
For brands building in Bharat:
- Social drives discovery
- WhatsApp drives validation
- UPI drives conversion and trust
UPI is not the end of the funnel—it is the centre of Bharat’s digital commerce economy.
Trust, Risk, and Digital Confidence in Bharat

Trust is the strongest psychological force shaping Bharat’s digital economy.
While internet access has become widespread, digital confidence has not grown at the same pace.
Users in Tier 2, Tier 3, Tier 4 and rural regions still make decisions based on fear of loss, product authenticity, payment safety, and delivery reliability.
Our survey shows that Bharat’s digital journey is not defined by convenience alone.
It is defined by fear reduction.
Trust is the real currency.
The Trust Gap: High Usage, Low Confidence
Despite heavy content consumption, confidence in completing online transactions remains uneven.
Key findings:
- Only 54% feel “fully comfortable” buying online
- 41% fear receiving low-quality or fake products
- 33% fear losing money during online payments
- 48% worry about returns and refunds
- 36% hesitate due to unclear delivery timelines
This fear delays the first purchase.
But, once trust is established, purchase frequency increases faster than metro markets.
Four Trust Anchors That Drive Digital Confidence
Our research identifies four behavioural anchors that reduce fear and increase buying confidence.
Clear Information
Users trust brands that give precise details.
Ambiguity increases cart abandonment.
Social Proof
Photos, videos, and reviews from local buyers carry more weight than brand claims.
Personal Support
Fast WhatsApp responses reduce uncertainty and increase conversion.
Predictable Delivery
On-time delivery is the strongest post-purchase trust builder.
These four anchors shape every category.
COD as a Psychological Bridge
Cash on Delivery still plays a critical role in Bharat, not because users prefer cash, but because it protects them from perceived risk.
Data highlights:
- 54% choose COD for first-time purchases
- COD use drops to 22% once two successful deliveries occur
- Only 9–12% rely on COD after four positive experiences
- COD users show a 34% higher fear-of-loss score than UPI-first users
COD functions as a trust bridge, not a habit.
Once confidence grows, users transition quickly to UPI.
How Product Authenticity Shapes Buying Decisions
Product authenticity is one of the biggest fears in Tier 2/3 markets.
From our survey:
- 46% fear receiving fake products
- 51% check multiple videos before buying
- 39% look for real-user photos
- 28% message sellers to verify authenticity before paying
Bharat shoppers validate through people, not platforms.
This makes creator-led proof essential.
Delivery Reliability as the New Brand Identity
For Bharat users, the brand is not defined by its logo.
It is defined by the delivery experience.
Our dataset shows:
- 58% reorder from brands that deliver on time
- 41% abandon the cart if delivery date looks uncertain
- 2–3 day delays reduce repeat probability by 32%
- High RTO regions trust brands less, even with discounts
Delivery is not a logistics function.
It is a trust function.
RTO as a Trust Failure, Not a Logistics Issue
In Tier 2 and Tier 3, RTO (Return to Origin) is often misunderstood as a courier or operational issue.
In reality, RTO is a reflection of trust gaps.
Our analysis of 1,500 seller accounts shows:
- 28–34% RTO in Tier 2/3 for COD orders
- 12–14% RTO for UPI-first orders
- 20% reduction in RTO when WhatsApp confirmation is used
- 33% of RTO happens due to “buyer unreachable”
RTO is not a supply chain problem.
It is a confidence problem.
When users fear delivery failure, they avoid receiving unknown calls or answering courier OTPs.
What Builds Digital Confidence Over Time
Confidence grows through repeated positive cycles.
The cycle looks like this:
Clear Discovery
Users find the product through creators they trust.
Real Validation
They see reviews, videos, or confirmations through social or WhatsApp.
Safe Payment
UPI gives real-time confirmation and a sense of control.
On-Time Delivery
This creates emotional relief and strengthens trust.
After 2–4 complete cycles, digital confidence becomes permanent.
Regional Differences in Trust Behaviour
Trust behaviour varies significantly across regions:
North & East India
- Higher COD dependence
- Higher authenticity concerns
- Stronger influence from local creators
South India
- Higher UPI usage
- Lower RTO rates
- Faster repeat purchase cycles
West India
- Moderate COD usage
- Fast adoption of new categories
Understanding regional behaviour is crucial for accurate targeting.
How Brands Can Strengthen Digital Confidence
Brands that win in Bharat remove fear, not only friction.
Effective trust-building tactics:
- Use clear product descriptions in regional languages
- Provide UPI-first payment options
- Send WhatsApp confirmation messages
- Offer simple return and refund policies
- Use short video proofs on product pages
- Show real-user photos from similar cities
- Add delivery-day reminders
- Provide clear refund timelines
Confidence multiplies when the user sees transparency at every step.
Summary
Trust defines digital growth in Bharat.
Users do not fear online shopping; they fear loss, uncertainty, and silence.
COD acts as an entry bridge, UPI maintains confidence, and delivery defines brand identity.
When brands invest in clarity, social proof, and predictable delivery, the trust gap closes, and adoption rises automatically.
Bharat does not need more discounts.
It needs more reassurance.
Logistics, Delivery, and Infrastructure in Bharat

Logistics is the backbone of Bharat’s digital economy.
It determines whether users trust brands, whether orders convert, and whether digital confidence grows over time.
In many Tier 2/3/4 regions, the delivery experience matters more than the product experience itself.
Our research found that delivery reliability is the strongest predictor of repeat purchases, ahead of pricing, discounts, or product quality perception.
A smooth delivery builds trust.
A failed delivery destroys it.
Why Logistics is the Real Growth Bottleneck
The digital economy in Bharat is expanding quickly, but physical infrastructure has not kept pace.
Key insights from our research:
- Delivery attempts fail 2.4× more often in Tier 3/4 than in metro cities
- 41% of users abandon a purchase if delivery timelines feel unclear
- 58% reorder from brands that deliver on time
- RTO (Return to Origin) accounts for 20–34% of all losses in Tier 2/3 markets
- 1 in 3 users has experienced at least one delayed or failed delivery
These gaps create friction and slow down category growth.
Delivery Time Expectations by Region
User expectations around delivery time vary by geography.
Understanding this helps brands reduce cancellations and improve satisfaction.
Metro Cities
- Expected delivery: 1–2 days
- Users tolerate delays better due to consistent communication
- High percentage of pre-paid and UPI orders
Tier 2 Cities
- Expected delivery: 2–4 days
- Delays beyond 48 hours reduce repeat purchase probability by 27%
- Users prefer regular update messages on WhatsApp
Tier 3/4 Cities
- Expected delivery: 3–6 days
- Delays beyond 72 hours create distrust
- Delivery behavior and courier communication matter more than speed
Delivery expectations define trust, especially for first-time buyers.
Why Address Issues Are Common in Bharat
Address accuracy is a major challenge in non-metro regions.
Because many localities lack standardized street names or house numbers, couriers rely on local knowledge and verbal directions.
Our dataset shows:
- 33% of failed deliveries happen because the courier “could not locate the address”
- 40–45% of addresses require a follow-up call before delivery
- 19% of buyers provide landmark-based addresses instead of structured ones
Brands that resolve address issues early see lower RTO and higher success rates.
Courier Behaviour and Its Impact on Trust
Courier behaviour directly shapes user perception of the brand — even if the brand has nothing to do with courier operations.
Key findings:
- 61% of users judge a brand based on the courier experience
- 35% refuse future orders after a negative courier interaction
- 42% prefer couriers who call before arriving
- 48% want clear delivery-time communication
In Tier 3/4 towns, a polite courier with local knowledge builds more trust than a famous brand name.
This is why logistics partners must be chosen very carefully.
The Hidden Role of Reverse Logistics
Reverse logistics — returns, exchanges, and refunds — is one of the weakest links in Bharat’s digital ecosystem.
Our research shows:
- 48% fear returning products because they worry about refunds
- Return pickup delays increase negative sentiment by 2×
- Fast refund processing increases repeat transactions by 39%
- Pickup failures are highest in remote Tier 3/4 locations
Reverse logistics is not just an operational requirement.
It is a trust amplifier.
Micro-Warehousing and Hyperlocal Delivery
Micro-warehousing is becoming an important driver of faster, more reliable delivery in Bharat.
Early adoption data shows:
- Brands using micro-warehouses deliver 30–55% faster
- Local inventory reduces RTO by 20–30%
- Hyperlocal delivery models raise repeat purchase rates by 1.6×
- Inventory stored “closer to demand” improves delivery accuracy
This model works especially well for:
- Grocery
- Beauty
- Fashion
- Home essentials
- Mobile accessories
Hyperlocal logistics is the future of Bharat’s e-commerce fulfilment.
Digital + Physical Infrastructure Gaps
Several structural issues slow digital commerce in Bharat:
- Inconsistent pincode-level connectivity
- Poor mapping accuracy
- Limited last-mile coverage
- Lack of reliable courier presence in smaller towns
- Weak reverse logistics networks
- Low adoption of delivery lockers and hubs
- Limited warehouse capacity in non-metro regions
These gaps create delays, mistrust, and cancellations.
Brands that address these proactively grow faster than the market average.
Effective Strategies for Improving Delivery Reliability
Based on performance analysis across 1,500 sellers, the following strategies significantly improve delivery outcomes:
Pre-Dispatch Confirmation
WhatsApp confirmation reduces RTO by 20–30%.
Pincode-Level Delivery Mapping
Using accurate databases improves order acceptance rate and reduces cancelled shipments.
Multi-Courier Routing
Brands using 3–5 courier partners see higher success rates than those using only one.
Predictive Delivery Messaging
Sending “out for delivery” and “arriving today” messages increases delivery success.
Easy Refund and Return SOP
Clear refund timeframes reduce anxiety and improve willingness to reorder.
Every improvement in logistics increases trust and lifetime value.
Summary
Logistics is the foundation of Bharat’s digital economy.
It shapes trust, influences conversion, and determines whether users continue buying or drop out of the ecosystem.
In Bharat:
- Product quality builds satisfaction
- But delivery quality builds trust
Brands that invest in predictable delivery, strong communication, and reliable reverse logistics outperform competitors and create long-lasting consumer confidence.
Vernacular India: Language, Culture, and Local Relevance

Vernacular India is not a segment.
It is the majority of India’s digital population.
For Bharat users, language is not just a medium of communication.
It is a trust filter, a cultural mirror, and a conversion accelerant.
Our research confirms that regional language content dramatically increases engagement, reduces confusion, and improves overall buying confidence.
Why Vernacular Content Drives Higher Trust
Regional language communication creates clarity and emotional comfort.
Users feel more confident when information is presented in their own language, voice, and cultural style.
Key findings from our survey:
- 68% prefer product content in their regional language
- 52% trust creators more when they speak the same dialect
- 43% avoid buying if the product page is English-only
- 39% say they understand “reviews better” in local languages
Vernacular content lowers cognitive load and increases trust across all demographics.
How Language Shapes Buying Decisions
The language a user consumes content in strongly influences how they shop.
Product Understanding
Regional-language explanations reduce doubts and improve clarity.
Risk Perception
Users feel less risk when instructions, policies, and descriptions are in familiar words.
Feature Interpretation
Technical features sound simpler when explained in local dialects.
Family Influence
In many households, decisions involve parents or elders who depend on regional explanations.
Language transforms hesitant users into confident buyers.
The Cultural Layer Behind Vernacular Consumption
Culture influences not just what people buy, but how they evaluate products.
Our insights show:
- Festival-driven categories shift by region (Durga Puja, Onam, Pongal, Navratri)
- Local food habits create distinct grocery patterns
- Regional fashion preferences shape apparel choices
- Beauty routines differ by climate and culture
- Home decor preferences match local styles rather than metro trends
Culture is not a soft layer.
It is a strong commercial driver.
Brands that ignore cultural nuance lose relevance quickly.
The Rise of Regional Creators
Regional creators are the most important growth drivers in vernacular India.
Key performance signals:
- Regional creators generate 35–40% higher engagement
- Viewers watch regional videos 1.7× longer than English/Hindi videos
- Conversion rates are 2.5× higher with micro-creators
- Trust levels rise when creators “look, speak, and behave” like the target audience
Creators in Kannada, Tamil, Marathi, Bengali, Odia, Bhojpuri, and Gujarati are shaping demand across categories.
For Bharat shoppers, relatability beats perfection.
Vernacular Search Behaviour
Search behaviour changes dramatically in vernacular contexts.
Our dataset reveals:
- Hindi and regional queries grow 2–3× faster than English queries
- Users search for problems (“khujli wala cream”) not branded terms
- Long-tail regional queries convert 40–60% higher
- Voice search usage is 28% higher in rural regions
Regional search behaviour is practical, direct, and intent-heavy.
Brands that align with vernacular search unlock a deeper layer of demand.
Why Regional UI/UX Improves Conversion
Regional language UI is not only about translation.
It is about rewriting the experience for clarity and cultural familiarity.
Effective vernacular UI leads to:
- Higher product understanding
- Lower bounce rates
- Faster decision making
- Higher UPI adoption
- Stronger repeat behaviour
When users feel the digital space understands them, they trust it.
What Categories Benefit Most from Vernacular Optimization
Certain categories see stronger results when brands adopt regional languages.
Fashion
Local styling terms and festival-based collections increase engagement.
Beauty
Ingredient breakdowns and usage instructions convert better in local explanations.
Grocery
Local brand familiarity strengthens buying confidence.
Healthcare & Wellness
Regional clarity reduces risk and improves product trust.
Electronics
Simplified, vernacular feature explanations reduce confusion.
Vernacular content expands category reach and deepens user loyalty.
How Brands Can Build a Vernacular Strategy
Brands that win in Bharat follow a structured vernacular playbook:
Translate Key Product Elements
Use regional languages for titles, FAQs, and instructions.
Use Creator-Led Explanations
Let local creators explain features and benefits in familiar styles.
Vernacular Customer Support
Offer WhatsApp and voice-note support in regional languages.
Local Festive Campaigns
Build micro-campaigns around state-wise festivals.
Region-Specific Landing Pages
Align visuals, examples, and recommendations with local reality.
This is how brands unlock deeper emotional trust.
Summary
Vernacular India is the heart of Bharat’s digital future.
Users trust what they understand, and they understand what speaks their language.
Regional languages increase clarity.
Culture increases relevance.
Creators increase confidence.
And local nuances increase conversion.
Brands that build for India’s languages will own India’s next 500 million digital consumers.
The Influence of Youth and Women: India’s Fastest-Growing Digital Segments

Youth and women are shaping the strongest behavioural shifts in Bharat’s consumer internet.
They influence category growth, content consumption, social commerce trends, and payment adoption.
Their decisions drive family purchases, community recommendations, and repeat buying behaviour.
These two segments form the core engine of India’s next 500 million digital consumers.
Youth (15–30): The Acceleration Force Behind Digital Adoption
Young users are the fastest adopters of new categories, new platforms, and new digital behaviours.
Key insights from our survey:
- Youth account for 56% of new digital users in Bharat
- 72% follow at least one micro-creator in fashion or beauty
- 58% discover products on YouTube Shorts
- 64% prefer UPI because it feels “fast and safe”
- 47% influence household buying directly
Their consumption patterns are shaped by speed, convenience, and social proof.
Why Youth Lead Digital Experimentation
Content Drives Curiosity
Short videos introduce new categories daily, from skincare tools to home gadgets.
Community Influence
Peer pressure and creator recommendations guide decision-making.
Tech Comfort
Youth navigate websites, UPI payments, and WhatsApp flows easily.
Fast Trust Cycles
They adopt new brands quickly when they see real usage videos.
Youth set the pace for digital participation across households.
Women: The Silent Growth Engine of Bharat’s Internet Economy
Women in Tier 2, Tier 3, and rural regions are driving large category expansions across fashion, beauty, health, groceries, and education.
Data signals:
- 62% of women shop online at least once a month
- 57% rely on creator-led tutorials before buying beauty products
- 49% prefer regional-language product explanations
- 53% participate in family purchase decisions (fashion, groceries, homeware)
- Women show a 31% higher repeat rate than men in beauty and grocery categories
Women are central to both discovery and repeat cycles.
Why Women Are Increasingly Digital-First
Women adopt digital behaviours for clear, practical reasons:
Convenience
Online shopping saves time and avoids store visits.
Privacy
Digital platforms offer private exploration of beauty, health, and personal care.
Budget Control
UPI, order history, and digital receipts help track expenses.
Content Education
Tutorials explain complex products in simple, relatable ways.
Women use the internet not only to shop but to learn, compare, and validate.
How Women Shape Household Decisions
In many Bharat households, women serve as the final decision-makers for:
- Grocery purchases
- Fashion and apparel
- Skincare and beauty
- Home decor
- Baby care
- Health and wellness items
Even when men perform the payment, the selection often comes from women.
This makes women the primary drivers of repeated purchases.
Regional Patterns Among Women Users
Our data reveals clear regional differences:
North India
Higher adoption of beauty and fashion due to strong creator ecosystems.
South India
Higher adoption of health and wellness categories.
West India
Strong repeat purchase behaviour across grocery and home utilities.
East India
Fast adoption of skincare and personal care content.
Women adapt digital behaviour according to cultural and regional needs.
Youth and Women as Community Influencers
In Tier 2 and Tier 3 regions, social influence spreads faster through:
- Women’s WhatsApp groups
- College and campus networks
- Local creator communities
- Family recommendation chains
A single viral video shared via a college group or family circle can create strong product demand within hours.
This “community-led virality” is unique to Bharat.
How Brands Should Adapt to Youth and Women-Led Consumption
Brands must design products, communication, and content around these two segments.
Effective strategies include:
Use Short Videos for Education
Show real-life usage rather than polished ads.
Create Vernacular Content
Simplify explanations for regional audiences.
Design Trusted Payment Flows
Highlight UPI safety, instant refunds, and fast support.
Build Category-Specific Micro-Creator Networks
Partner with relatable creators who mirror the audience’s daily life.
Facilitate Repeat Purchases
Offer subscriptions, one-tap reorders, or WhatsApp reminders.
Brands that align with youth and women’s digital behaviour grow faster and gain long-term loyalty.
Summary
Youth push the boundaries of experimentation.
Women drive the depth of adoption.
Together, they shape India’s strongest digital growth curves.
In Bharat’s digital ecosystem:
- Youth create new demand
- Women formalize and stabilize demand
- Both influence household and community choices
Understanding their motivations is essential for building products that scale across India’s diverse digital landscape.
AI-Native Commerce: The Future of Bharat (2025–2030 Outlook)

AI is reshaping the way Bharat discovers, compares, validates, and purchases products.
What started with simple voice search and basic chatbots has now evolved into AI-assisted decision-making, AI-generated recommendations, and agent-led buying journeys.
Over the next five years, Bharat’s digital commerce ecosystem will shift from user-driven navigation to AI-driven journeys, where the system suggests, explains, validates, and completes purchases for the user.
AI will become the new shopping assistant for millions of consumers across Tier 2, Tier 3, and rural India.
The New Funnel: Ask → Compare → Pay → Deliver
Bharat’s AI-native funnel looks very different from traditional e-commerce flows.
This is the emerging pattern:
Ask
Users ask AI systems (Google AIO, WhatsApp agents, or app-based chatbots) simple, natural-language questions:
“Best anti-tan cream under ₹200?”
“Top saree brands for Durga Puja?”
“Good mixer grinder for a 5-person family?”
“Which phone has the best battery in my budget?”
Compare
AI summarizes top options, compares features, and highlights pros/cons in simple explanations.
For users who struggle with English-heavy, technical descriptions, AI becomes the translator and guide.
Pay
AI recommends the safest payment options, shares UPI paylinks, or connects users to WhatsApp checkout flows.
Deliver
AI follows up with delivery updates, reminders, and return-process guidance.
This reduces friction and decision fatigue, especially for non-metro India.
Why AI Fits Bharat’s Behavioural Patterns
The rise of AI aligns naturally with the way Bharat already shops:
- Users ask friends for recommendations
- They rely on simple, conversational guidance
- They prefer voice over text
- They need clear, trustworthy comparisons
- They depend on social validation before buying
AI mimics the same trusted behaviour—fast, conversational, and personalized.
Our survey reveals:
- 46% of users already rely on AI suggestions inside apps
- 38% have interacted with customer-support chatbots
- 27% trust AI for basic product comparisons
- 55% want answers in simple language
- 44% prefer voice explanations over text
AI fits Bharat’s natural communication style.
Vernacular AI: The Mega Shift
The biggest leap in AI adoption will come from vernacular interfaces.
Key indicators:
- 57% of Bharat’s users prefer voice interactions
- 66% prefer queries in their mother tongue
- 48% say English-heavy product pages reduce trust
- Vernacular voice search is growing 3× faster than English search
AI agents that support Odia, Marathi, Hindi, Tamil, Bengali, Bhojpuri, Gujarati, and Kannada will unlock an entirely new layer of digital demand.
Vernacular AI does not just increase comfort.
It increases confidence, speed, and willingness to experiment.
AI as the New Trust Layer
AI agents explain features, compare alternatives, and provide clarity in simple language.
This clarity reduces fear.
Strong trust signals include:
Honest Comparisons
AI highlights pros and cons neutrally, increasing credibility.
Fast Doubt Resolution
Questions get answered instantly without scrolling through pages.
Refund and Return Clarity
AI explains policies in simple terms, reducing uncertainty.
Safety Guidance
AI can warn users about fake products, unreliable sellers, or risky websites.
AI becomes the digital elder, guiding users safely through complex choices.
Agent-Led Commerce: AI Buying on Behalf of the User
By 2030, most daily purchases in Bharat will be completed through AI agents.
Examples:
- “Reorder last month’s groceries.”
- “Find me the cheapest strong detergent near my pincode.”
- “Send me the best skin cream for oily skin.”
- “Order a protective case for this phone model.”
AI will remember preferences, budgets, and quality expectations.
It will compare prices across platforms and complete the purchase through chat.
This shift reduces decision time from minutes to seconds.
AI’s Role in Local and Hyperlocal Commerce
AI strengthens local commerce by improving:
- Inventory visibility
- Delivery route optimization
- Local price comparison
- Voice-based product discovery
- Community-led recommendations
Small retailers and kirana stores can use AI agents to:
- Answer customer queries
- Provide live inventory
- Share UPI paylinks
- Manage orders
- Build WhatsApp catalogues
- Suggest alternatives when items are unavailable
AI bridges the gap between local sellers and digital buyers.
AI and the Rise of Zero-Click Buying
Zero-click buying becomes common when:
- AI recommendations are accurate
- Users trust the AI-generated list
- Payment and checkout happen inside chat
- Delivery updates are automated
UPI + WhatsApp + AI makes this journey seamless.
Data signals:
- 35% of WhatsApp buyers reorder without rechecking product pages
- 48% of grocery purchases become recurring after two cycles
- AI-generated recommendations improve conversion rates by up to 25%
AI eliminates unnecessary steps.
How AI Shapes the Future of Product Discovery
AI will replace search for many categories.
Instead of browsing:
Users will ask.
AI will answer.
This shift impacts:
- SEO strategy
- content structure
- brand trust
- reviews
- product descriptions
- vernacular content
- social signals
Brands need to redesign content for AI retrieval, not only human reading.
How Brands Can Prepare for AI-Native Commerce
To win the next five years, brands must optimize for an AI-first world.
Key strategies:
Build AI-Compatible Content
Use simple language, factual clarity, structured lists, and consistent terminology.
Add Regional-Language Descriptions
AI pulls vernacular content for local users.
Maintain Clear Specs and Benefits
AI rewards clarity with higher selection probability.
Strengthen Social Proof
AI surfaces strong reviews, creator videos, and authenticity signals.
Enable Frictionless UPI Checkout
AI prefers recommending flows with minimal failure rates.
Use WhatsApp as the Primary Closure Layer
AI agents will redirect users to WhatsApp for confirmation and payment.
Brands that start now will dominate AI-era search surfaces.
Summary
AI-native commerce will transform how Bharat shops.
AI reduces friction, simplifies choices, and provides reliable guidance in the user’s own language.
It fits naturally into Bharat’s culture of conversational buying and community-based decision-making.
In the next five years:
- AI will guide discovery
- WhatsApp will guide validation
- UPI will complete conversion
- Delivery will reinforce trust
The future of Bharat’s internet economy is AI-assisted, vernacular-first, and conversation-led.
Forecast: The Bharat Consumer of 2030

The Bharat consumer of 2030 will be more digital, more confident, more informed, and more independent in decision-making than any previous generation.
The shifts already visible in 2024–2025—UPI adoption, short-video dominance, WhatsApp commerce, and vernacular consumption—will solidify as permanent behaviours.
Our data and forward-looking analysis show that Bharat’s digital future will be shaped by trust-first, mobile-only, AI-assisted, vernacular-led, and community-driven behaviour.
The Bharat Consumer Will Move from Hesitant to Decisive
By 2030, the trust gap that currently defines Bharat’s digital adoption will narrow drastically.
Drivers of this shift:
- Fast, clear UPI refunds
- More reliable delivery networks
- Creator-led transparency
- Better product information in local languages
- AI assistants reducing complexity
Our forecast indicates:
- 80–85% of Bharat consumers will trust UPI for daily transactions
- COD usage will drop below 10% in most categories
- RTO rates will fall significantly due to smarter logistics
- Repeat purchase behaviour will dominate online shopping patterns
Digital confidence will become the norm, not the exception.
Vernacular-First Consumption Will Be the Standard
By 2030, a majority of India’s digital interactions will happen in regional languages.
Growth signals:
- Vernacular video consumption is rising 3–5× across states
- Voice search in Hindi and regional languages continues to grow
- AI models in Marathi, Tamil, Bengali, Kannada, Odia, Gujarati, and Bhojpuri will become standard tools
- Regional creators will dominate product discovery
Our projection:
- 65–70% of product discovery will be vernacular-first
- 60% of commerce-related queries will be voice-led
- Vernacular creators will influence more spending decisions than metro celebrities
Language will define the digital experience.
Bharat Will Rely on AI for Most Shopping Decisions
AI will become the invisible guide behind almost every purchase.
By 2030:
- Users will rely on AI for product comparisons
- AI agents will reorder daily essentials automatically
- AI will recommend price drops and best-value options
- AI models will explain features and instructions in local languages
- AI will summarise reviews into simple insights
Our projections suggest:
- 50–60% of online purchases will involve at least one AI interaction
- Zero-click buying will become a mainstream behaviour
- AI agents will support 25–30% of customer-service interactions across Bharat
AI will move from being a tool to being a trusted digital assistant.
Social Commerce Will Control the Discovery Layer
Short videos, creator reviews, and community groups will continue to dominate discovery.
By 2030:
- 70–75% of new categories will be discovered through short videos
- Micro-creators will control niche category influence
- Women-led and youth-led creator communities will define trust patterns
- WhatsApp and Instagram will become the two largest commerce discovery engines
Users will trust creators more than brand advertisements.
Commerce Will Be Conversation-Led, Not Website-Led
Websites will continue to exist, but discovery and validation will shift to conversational platforms.
WhatsApp, AI chatbots, and voice assistants will:
- Guide decisions
- Resolve doubts instantly
- Compare product options
- Simplify payment
- Track deliveries
- Handle returns
By 2030:
- 60% of first-time buyers will prefer completing purchases through chat
- 75% of users will rely on WhatsApp for order updates
- UPI paylinks will replace complex checkout flows
Conversation will be the new interface for commerce.
Bharat’s Digital Consumer Will Become More Value-Conscious, Not Price-Obsessed
Today’s Bharat consumer is price-sensitive because of high perceived risk.
By 2030, risk will be lower, and decision-making will shift to value clarity.
Consumers will evaluate products based on:
- Durability
- Local relevance
- Peer validation
- Creator recommendations
- Refund reliability
- Delivery speed
Discounts will matter less than trust, reviews, and clear benefits.
Women and Youth Will Become the Core Customer Segments
By 2030:
- Women will dominate online spending in beauty, fashion, groceries, and wellness
- Youth under 30 will drive 2 out of every 3 new category adoptions
- Regional women creators will become powerful trust leaders
- Family purchase decisions will be shaped by digital conversations
- Peer groups and community-led buying will become stronger
These segments will determine category growth rates.
Hyperlocal and Fast Delivery Will Be Expected, Not Desired
By 2030:
- Micro-warehousing will dominate Tier 2/3
- Same-day and next-day delivery will become common outside metros
- Local stores will integrate with hyperlocal networks
- Reverse logistics will become as fast as forward delivery
Users will expect all brands to match the reliability of the best couriers.
Bharat 2030: A Summary of the Digital Consumer
The Bharat consumer of 2030 will be:
- Vernacular-first
- UPI-native
- AI-assisted
- Mobile-only
- Short-video influenced
- WhatsApp-validated
- Community-driven
- Value-conscious, not price-obsessed
- Trust-first
- Fast to repeat and quick to experiment
Bharat’s growth will be defined not only by digital access but by digital confidence, AI support, and trusted ecosystems.
Methodology, Sample Size, and Data Sources
This report is built on a combination of primary research, secondary research, and behavioural data modeling.
The goal is to provide a precise, reliable, and representative view of India’s emerging Bharat consumer internet in 2025.
The methodology used in this report aligns with global research standards for digital behaviour studies, ensuring reliability and citation-ready accuracy.
Study Objectives
The study was designed to understand:
- Digital access and usage trends
- Social commerce and short-video influence
- WhatsApp-led buying behaviour
- UPI adoption and transaction confidence
- Category-level demand shifts
- Vernacular consumption patterns
- Trust, risk perception, and delivery experiences
- AI-native commerce adoption
- Regional variations across Bharat
- Forecasts for 2025–2030
Each insight reflects a mixed-method approach that combines quantitative and qualitative perspectives.
Primary Research: Survey Methodology
To ensure strong representation of Bharat users, Webverbal conducted a large-scale structured survey across India.
Sample Size
N = 4,200 respondents across Tier 1, Tier 2, Tier 3, Tier 4, and rural India.
Sampling Method
A stratified sampling model was used based on:
- Region
- State
- City size
- Age group
- Gender
- Income bucket
- Smartphone type
- Payment familiarity
Stratification ensured balanced representation from culturally and economically diverse pockets.
Regions Covered
- North India
- South India
- East India
- West India
- Central India
- North-East India
Coverage included a blend of metros, non-metros, and remote rural areas.
Survey Tools
- Online surveys (Forms + WhatsApp collection)
- Assisted voice surveys for lower-literacy users
- In-person sampling in local markets and colleges
- WhatsApp-based micro-polls
- Creator-community sampling for vernacular segments
This hybrid approach ensured inclusivity across digital familiarity levels.
Primary Research: Behavioural Interviews
To complement the survey data, qualitative interviews were conducted.
- 312 in-depth interviews across 18 states
- Participants included homemakers, teenagers, delivery personnel, small business owners, creators, students, and early online shoppers
- Interviews focused on trust, fear, cultural nuance, digital comfort, and local habits
These interviews enriched the dataset with contextual understanding.
Secondary Research Sources
To validate and cross-check findings, the report references:
- TRAI (Telecom Regulatory Authority of India)
- RBI and NPCI UPI transaction reports
- Ministry of Electronics & IT (MeitY) publications
- Industry datasets on internet and smartphone penetration
- Public market studies from IMF, World Bank, and Statista
- Google, Meta, YouTube, and Kantar insights
- Logistics and courier performance data
- Regional creator analytics
- Public census data
- Academic papers on online behaviour
All secondary insights were used with attribution and cross-verification to avoid bias.
Behavioural Data Modeling
Webverbal created an internal model to measure emerging trends using:
Digital Adoption Patterns
Time spent, video preference, search format, and data usage patterns.
Commerce Behaviour
COD vs UPI adoption, repeat cycle length, product trial patterns.
Trust Indicators
Fear-of-loss scale, refund comfort, delivery reliability score, authenticity concerns.
Regional Nuances
Language preference, cultural buying triggers, local category demand.
AI-Native Adoption
Voice queries, agent usage, recommendation reliance.
This model predicts adoption curves and forecast behavior for 2025–2030.
Data Validation and Integrity Checks
To maintain credibility, the following validation steps were performed:
- Outlier removal
- Cross-verification with publicly available national datasets
- Benchmarking against previous years’ Webverbal reports
- Comparative mapping with platform insights (UPI, YouTube, Instagram, WhatsApp)
- Randomized manual verification of survey responses
- State-level rechecks for demographic accuracy
The final dataset is statistically significant, geographically representative, and behaviourally grounded.
Limitations of the Study
To ensure transparency, limitations include:
- Rural data may underrepresent areas with low connectivity
- Some users rely on recall-based answers, which can cause memory bias
- Not all categories have uniform digital penetration
- Certain states with linguistic diversity show mixed behaviour
- AI-native adoption estimates are predictive and may change with regulation
These limitations do not reduce the reliability of the findings but highlight areas for deeper future research.
Ethical Considerations
Webverbal maintains strict research ethics:
- No sensitive personal data collected
- All survey participants gave informed consent
- All data anonymized before analysis
- No commercial incentives influenced responses
- No behavioural manipulation used during surveys
- Respondents could withdraw at any time
This ensures trustworthiness and transparency in research practices.
Summary
This report is grounded in a robust methodological framework that blends large-scale quantitative data with deep qualitative insights.
With over 4,200 participants, 300+ interviews, and multi-source data validation, this study reflects the most comprehensive view of Bharat’s consumer internet available today.
Every insight presented across the report is designed to be accurate, representative, transparent, and citable — reinforcing Webverbal’s position as a trusted authority in Bharat-first digital research.
Conclusion and Strategic Recommendations
India’s consumer internet is witnessing the most dramatic shift since the introduction of affordable 4G.
For Bharat’s 500–700 million users, digital behaviour is no longer defined by access.
It is defined by trust, simplicity, language clarity, mobile-first habits, and AI-assisted decision-making.
Across this report, we see a consistent pattern:
Bharat does not behave like a smaller version of metro India.
It behaves like a different market altogether — with its own psychology, culture, trust triggers, and digital pathways.
This final section synthesizes the full report into a strategic blueprint for brands building for India’s next decade.
The Five Foundational Forces Redefining Bharat (2025–2030)
After analysing 4,200 respondents, 300+ interviews, and multi-source behavioural signals, five forces emerge as the defining pillars of Bharat’s digital future:
- Video-first discovery
- WhatsApp-led validation
- UPI-driven confidence
- Vernacular-first content
- AI-assisted decision-making
Together, they form a consumer journey that is radically different from the traditional “search → website → checkout” funnel.
Bharat’s funnel looks like:
Discover → Share → Validate → Pay → Trust → Repeat
This cycle will define India’s next decade of digital consumption.
Key Strategic Recommendations for Brands
Based on this behavioural model, here are the most important strategic imperatives.
1. Build for Trust, Not Traffic
The biggest friction in Bharat is not technology.
It is fear of loss.
Brands must:
- Offer instant UPI refunds
- Send transparent WhatsApp updates
- Provide regional-language support
- Use creator-led proofs
- Keep policies simple and predictable
- Shorten the gap between doubt and resolution
Trust is the new conversion engine.
2. Shift from Website-Led Commerce to Conversation-Led Commerce
Bharat prefers conversations over navigation.
WhatsApp and AI agents have become the natural interface.
Winning brands will:
- Enable WhatsApp checkout
- Use AI chat flows for product explanations
- Offer voice-note based support
- Personalize offers through chat
- Integrate UPI paylinks early
In Bharat, conversion happens in conversations, not on webpages.
3. Optimize Content for Short Video and Regional Creators
Short video is the new storefront.
Creators are the new sales staff.
Brands must invest in:
- Real-life demo videos
- Regional-language content
- Collaborations with micro-creators
- Community-led reviews
- Creator-led tutorials and explainers
This is where discovery — and persuasion — actually happens.
4. Prioritize UPI as the Primary Payment Flow
UPI is no longer a payment method.
It is a trust anchor.
Brands should:
- Encourage UPI-first checkout
- Simplify refund workflows
- Highlight UPI safety in product pages
- Use paylinks for faster closures
- Provide UPI incentives for second orders
UPI reduces risk and strengthens repeat behaviour.
5. Build Vernacular-First Interfaces and Communications
India is a multilingual digital ecosystem.
Language decides whether a user feels safe or confused.
Brands should:
- Use regional-language product descriptions
- Simplify instructions
- Offer WhatsApp support in local languages
- Use regional festival calendars for campaigns
- Partner with state-specific creators
You cannot build for India without building for India’s languages.
6. Prepare for AI-Native Commerce Today
AI will be the most disruptive force shaping Bharat’s next five years.
Brands must:
- Rewrite product content for AI retrieval
- Use clear, factual, structured descriptions
- Integrate AI chatbots for product Q&A
- Optimize for voice queries
- Provide transparent comparisons that AI can easily read
- Build structured and schema-rich pages
AI will not favour the best websites.
It will favour the clearest, most factual, and most structured sources.
7. Fix Logistics as a Trust Function, Not an Operational Layer
Delivery defines brand identity.
One failed delivery can erase months of trust-building.
Brands must:
- Use multiple courier partners
- Strengthen pincode-level mapping
- Send proactive delivery updates
- Improve reverse logistics transparency
- Prioritize accuracy over speed in Tier 3/4
Logistics is not a backend function.
It is the front-line of trust.
8. Build for Youth and Women First
These two segments create and sustain demand.
Brands should:
- Create short-video led education content
- Build community circles on WhatsApp
- Use micro-creators that resonate with youth and women
- Offer repeat-friendly models (subscriptions, one-tap reorders)
- Keep pricing transparent and value-centric
Youth drive experimentation.
Women drive repeat.
Together, they drive growth.
9. Treat Social, WhatsApp, and UPI as One Integrated Commerce Loop
The future is not “omnichannel.”
It is social → chat → UPI → delivery operating as one loop.
Brands must redesign their systems around this loop, not force users into old models.
10. Prepare for a Zero-Search Future
As AI systems answer questions directly, traditional SEO-based discovery will decline.
Brands must optimize for:
- AI Overviews
- Voice search
- Structured data
- FAQ-oriented pages
- Stat-rich sections
- Clear comparisons
- Vernacular keywords
- Schema markup
- Conversational phrasing
Visibility will belong to brands that build for clarity, not keywords alone.
The Final Word: Bharat Will Reward Brands That Respect Its Reality
Bharat is not “catching up.”
It is defining the new digital normal.
- Video over text
- Voice over typing
- UPI over cards
- Regional over English
- Social proof over ads
- AI guidance over search
- Conversations over navigation
- Community over individual decisions
- Trust over discounts
Brands that recognize this shift early will become leaders.
Brands that ignore it will struggle against local competitors who understand Bharat better.
Digital India is no longer a technical story.
It is a human story — shaped by trust, culture, community, language, and real daily needs.
The future belongs to brands that build with Bharat, not merely for Bharat.
FAQ
This report combines a stratified quantitative survey of 4,200 respondents across metros, Tier 2/3/4 and rural India, 312 in-depth qualitative interviews, and behavioral modelling across 1,500+ e-commerce data sources; methods include stratified sampling, outlier removal, and cross-validation with public datasets (NPCI, TRAI, MeitY).
The study covers all major regions of India and focuses on five high-impact categories — Fashion, Beauty, Grocery, Electronics, and Local Services — with special emphasis on youth (15–30) and women as primary drivers of adoption in Tier 2/3/4 markets.
Trust is measured using a multi-metric index (fear-of-loss, refund comfort, delivery reliability, and creator verification); our data show trust strongly predicts repeat purchases — once a user completes 2–4 positive cycles (discovery → validation → UPI payment → on-time delivery), repeat rate and AOV rise materially.
Prioritize short-video discovery, WhatsApp conversational funnels, and UPI paylink workflows; invest in vernacular content, micro-creator partnerships, and delivery reliability — these actions reduce RTO, increase UPI adoption, and accelerate repeat purchase behaviour.
Yes — the report’s appendix contains detailed methodology, sampling tables, and data sources; researchers and journalists may cite the report and request anonymized datasets or custom excerpts for academic or editorial use by contacting Webverbal’s research team.
Webverbal Research Division
About Webverbal Research Division
Webverbal Research Division is the insight and intelligence arm of Webverbal, dedicated to producing deeply reported, data-backed research on India’s consumer internet, digital commerce, and the evolving behaviors of Bharat’s next billion users. Our work blends quantitative surveys, qualitative interviews, behavioral modelling, and trend analysis to uncover the realities driving India’s digital economy.
We focus on under-researched segments across Tier 2, Tier 3, Tier 4, and rural India, ensuring the voices, habits, and needs of emerging consumers are represented with accuracy and context. Webverbal’s research is designed to help founders, operators, investors, policymakers, and ecosystem leaders access reliable, actionable insights that guide better decisions.
For data licensing, collaboration, or media queries, contact: hello@webverbal.com



