Synopsis: India’s vast untapped e-commerce opportunity is giving one platform a clear AI-powered roadmap to reach the next hundred million shoppers.
Most of India owns a smartphone. Far fewer use it to shop online. That gap – wide, stubborn, and rooted in how people actually behave – is exactly where one of the country’s largest e-commerce platforms is placing its biggest bets. And it is doing so by rethinking what shopping online should feel like for someone who has never quite taken to it before.
AI Is Not a Tool Here – It Is the Foundation
When Meesho CEO Vidit Aatrey spoke during the company’s Q4 FY26 earnings call in May 2026, he made a striking point. India’s online transacting population, as a share of total smartphone users, sits at around 30%. Even in comparable emerging markets, that number crosses 80%. This is not a story of low smartphone penetration. It is a story of low conversion – of people who have the device but have not yet found a reason to regularly shop on it.
That gap is the opportunity Meesho is chasing, and artificial intelligence is the primary instrument. The company grew its annual transacting user base by 33% year-on-year in FY26, reaching 264 million users. But management has been clear that growing the denominator – pulling in first-time and rural buyers – requires more than discounts and logistics. It requires removing the friction that prevents someone from placing that first order in the first place.
A big part of this effort is Vaani, Meesho’s voice-based AI shopping agent. Designed for users who are more comfortable speaking than typing, Vaani addresses a basic but powerful barrier: the search bar. Traditional e-commerce was built assuming users could clearly articulate what they want in text. For a large and growing segment of Indian consumers – often rural, often first-time – that assumption does not hold. Vaani sidesteps it. Management noted that Vaani directly helped reduce customer acquisition costs by improving conversion among rural users, since fewer nudges were needed to get someone from app install to first order.
PRISM: When the Feed Knows What You Want Before You Do
If Vaani handles discovery through voice, PRISM handles it through behaviour. Unveiled in a company press release on June 4, 2026, PRISM stands for Personalised Ranking and Intent Signal Module – Meesho’s proprietary AI system that powers how users discover products on the platform. Today, over 75% of orders on Meesho originate from AI-driven personalised feeds powered by PRISM, rather than from search.
The system is built around a network of more than 100 AI ranking models trained on over 400 trillion input signals. It executes more than 6 trillion inferences every day, interpreting behavioural, transactional, and contextual signals in real time. During peak sale events, it processes nearly 100 million inferences per second. The practical effect is that a user browsing without a clear purchase intent gets shown products they are genuinely likely to want – not based on keywords entered, but based on how they have been browsing, what people in similar clusters are discovering, and what is trending in their region.
PRISM is also multilingual, supporting over ten languages including Hindi, Tamil, Bengali, and Odia, powered by an in-house ML infrastructure platform called BharatMLStack built to handle these workloads at lower inference costs than standard cloud infrastructure.
Bringing Brands to Mass India
The third pillar of this push is Meesho Mall, the platform’s branded goods vertical. Management has been scaling Mall not as a premium play but as a value proposition for mass India – giving national brands, regional labels, and emerging D2C companies access to a consumer base they could not reach through traditional distribution. Contribution margins here are currently lower than the core marketplace, as the business is still in an investment phase focused on onboarding brands and building consumer familiarity. The logic is straightforward: more brands mean more reasons to return, which means higher purchase frequency over time.
About the Company
Meesho is a multi-sided technology platform connecting consumers, sellers, logistics partners, and content creators across India. It is India’s largest e-commerce platform by annual transacting users and placed orders, with 264 million annual transacting users and 717 million placed orders in Q4 FY26. Meesho empowers small businesses to sell online with minimal upfront investment and uses AI across its core operations.
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