E-commerce companies in India are turning to artificial intelligence to win over "Bharat" — the country's tier-2, tier-3 and rural consumers — during the festive sales season, The Economic Times reports.

The move marks a shift in how platforms allocate their sharpest technology: not toward metropolitan power shoppers, but toward first-time and vernacular-language buyers who now drive a growing share of festive-season demand.

Why is AI the festive-season play this year?

Festive sales are India's biggest e-commerce event, and the battleground has moved beyond the metros. Serving Bharat shoppers raises problems that AI is positioned to solve:

• Language barriers, with millions of buyers more comfortable in regional tongues than English
• Product discovery for first-time online shoppers unfamiliar with search and filtering conventions
• Trust and support gaps, including returns, payments and grievance handling at scale
• Personalization for users whose purchase histories and preferences platforms know little about

The Economic Times framing is blunt: firms see AI as the tool that can "solve for Bharat," implying that previous approaches — human-heavy support, English-first interfaces — have not closed the gap.

What is asserted versus what is measured?

The report describes a directional trend, not a graded outcome. No vendor in the story quantifies AI-driven conversion lifts, order-value gains or support-cost reductions tied to the festive push. Treat claims of AI "solving" Bharat as aspiration until platforms disclose:

• Sample sizes behind any stated uplift in tier-2/3 conversions
• Methodology for attributing sales to AI features rather than festive discounts
• Baselines: what these metrics looked like before the AI deployment

That distinction matters for anyone benchmarking AI ROI in Indian e-commerce. Discounting alone reliably spikes festive orders; isolating AI's contribution requires cohort-level disclosure the report does not provide.

Who does this apply to?

The shift is most relevant to large marketplaces and D2C brands running national festive campaigns, where the marginal cost of serving a vernacular, first-time shopper has historically been highest. Smaller sellers on these platforms benefit indirectly: better AI-driven discovery and translation should surface their catalogs to buyers who would never have found them in an English-first search box.

For sales and growth teams, the practical question is operational. If AI now handles discovery, translation and first-line support for Bharat users, staffing and budget models built around human agents and English content need rework — a workflow change comparable to earlier shifts when chatbots absorbed tier-one support tickets.

What comes next?

Expect the post-festive earnings cycle to reveal whether platforms publish conversion and retention data for tier-2/3 cohorts, which would turn this year's AI-for-Bharat push from a positioning story into a measurable result.