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Home Authors Corner

India’s Billion-Install Problem: Why Record Growth Isn’t Adding Up and What to Fix Before the Festive Season

In this article, Jane Hou, Industry Lead - eCommerce, APAC, AppsFlyer, says India's eCommerce growth isn't translating into revenue because monetisation lags user acquisition. She urges brands to strengthen remarketing, personalise experiences, optimise payments and build retention strategies before the festive season.

by Guest Column
July 9, 2026
in Authors Corner
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India’s Billion-Install Problem: Why Record Growth Isn’t Adding Up and What to Fix Before the Festive Season
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It is no secret that India is one of the fastest-growing eCommerce markets globally. By every volume metric we track, India’s eCommerce market is also the most dynamic right now. It is the only market globally to show growth across all four marketing dimensions simultaneously: paid installs and remarketing conversions on both Android and iOS. Despite this, revenue-per-user is going in the opposite direction.

Even as India’s eCommerce market grows, individual platforms are capturing a shrinking share of each user’s wallet. Consumer spend share — the portion of a user’s total wallet captured by a single platform — dropped 14% on Android and 19% on iOS. This means that users are spending, but across more apps, more platforms, and more categories than before.

This is the tension every eCommerce brand operating in India must now navigate, and with Diwali and the festive season a few months away, the window to fix it is narrowing fast.

The diagnosis: why revenue isn’t following growth

Reason 1: The geography of growth has outpaced current monetisation infrastructure

The install surge is largely being driven by tier-2 and tier-3 cities. These users are real and engaged, and the remarketing numbers prove it: India posted 207–287% growth in remarketing conversions. But these are predominantly first-time app shoppers in the browse-and-explore phase. Their average order values and purchase frequency have not yet reached metro-user levels.

The purchase journey in tier-2 markets is structurally different. These users take longer to decide and are more price-sensitive, but once they make that first purchase, retention is strong. The problem is that most brands are measuring success at the point of install and quietly writing off these cohorts when the downstream revenue data looks thin. Part of why this persists is organisational — UA owns installs, revenue sits elsewhere, and nobody is structurally required to connect the two. When brands do map a cohort to 90-day revenue, the results are often genuinely surprising, because those two numbers have rarely been looked at together. The consequence is that brands end up defunding the very users with the highest long-term potential.

Reason 2: Remarketing is generating conversions, but not revenue depth

India’s remarketing growth figures are extraordinary, but re-engagement campaigns are typically optimised for the conversion event itself. If the downstream purchase value is low, conversion volume alone does not close the spend gap.

The monetisation infrastructure, which includes personalised pricing, loyalty mechanics, and flexible payment options, has not scaled alongside re-engagement investment. COD still accounts for over 70% of orders on platforms like Meesho, with a 20-25% return-to-origin rate versus 2-3% for prepaid. A significant portion of what appears to be a remarketing conversion never results in revenue collected — the order is placed, the remarketing is credited, but the package comes back. This is a structural revenue measurement leak, unique to markets like India, that is often missed in global analysis.

Most brands have invested heavily in bringing users back. And fewer have equally invested in what’s waiting for them when they arrive — the pricing, the offers, the experience that turns a return visit into a purchase. These two need to be planned together.

Reason 3: Quick commerce fragmentation is splitting the wallet.

Quick commerce — Blinkit, Zepto, Swiggy Instamart — accounts for a small but disruptive share of the market, concentrated in high-frequency, low-consideration categories like groceries and personal care, where repeat-purchase behavior is strongest. A user who previously placed a weekly order on a single platform now opens multiple apps depending on what they need and when. Each platform captures more sessions but less wallet share per user.

The harder question is whether a reactivated user is actually spending more, or just returning to a platform that now gets a smaller slice of what they were already going to spend. The smarter players are treating measurement as infrastructure.

The data points to what works. Globally, remarketing lifts Android purchase conversion rates by 177%, compared to 118% on iOS. The gap exists because Android user pools are larger and more varied, so more users need that extra nudge to convert. The brands closing the gap are those giving their users a better reason to spend once they return: loyalty programs built on UPI, localized pricing for tier-2 audiences, and offers that nudge buyers from cash-on-delivery to prepaid.

What to do before Q4

The brands that outperform during the festive season typically start their re-engagement work as early as Q2 and Q3, using the quieter period to clean churned user lists and test creative while CPMs are low. Q4 rewards infrastructure built well in advance.

Our India Festive Report 2025 data shows why: during Navratri week 2024, non-organic installs jumped 22%, but remarketing conversions grew only 6.6% — brands were still treating the early festive window as an acquisition race when the real opportunity was re-engagement. With the average user making their first purchase within 3.6 days of install, every week you delay building your remarketing pool is a week of conversions you won’t recover.

Three things worth prioritising now:

  1. Measure revenue along with volume. Track consumer spend trajectory alongside conversion volume. Without that split, it is easy to over-invest in markets that deliver users but not buyers.
  2.  Build specific strategies for distinct users. Tier-2 and tier-3 shoppers are early-stage buyers with a longer consideration cycle. Brands usually write off these cohorts as underperformers before retention ever gets a chance to prove itself. Tactics like localised pricing, UPI-powered loyalty rewards, and lower-AOV entry points can convert engaged browsers into first-time buyers. The gap usually lies in how brands meet them.
  3. Close the re-engagement loop. Re-engagement is only half the equation. If the landing experience — pricing, offers, payment options — is not optimized for the incoming user, you are paying to return them to the same dead end. The goal is to go beyond a reinstall and build a relationship.

India doesn’t have a growth problem. It has a monetization infrastructure problem. The question is whether those installs compound into revenue or dissipate into data that looks impressive and delivers little.

Tags: AppsFlyerJane Hou

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AUTHOR'S CORNER

India’s Billion-Install Problem: Why Record Growth Isn’t Adding Up and What to Fix Before the Festive Season
Authors Corner

India’s Billion-Install Problem: Why Record Growth Isn’t Adding Up and What to Fix Before the Festive Season

July 9, 2026
0

It is no secret that India is one of the fastest-growing eCommerce markets globally. By every volume metric we track,...

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