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May 23, 2025
By Kunal Purohit and Ananya Bhattacharya, Rest of World
Mumbai, India, 23 May 2025
Online retail continues to elude India’s richest man.
The Shein India app, launched by Mukesh Ambani’s Reliance Retail in partnership with the Chinese fast-fashion giant, has struggled to gain traction in a market where Amazon and Walmart have been fighting neck-to-neck for nearly a decade. Downloads for Shein India nosedived from 50,000 a day shortly after its launch in early February to 3,311 in early April, according to AppMagic, a U.S.-based app performance tracker.
In April, when U.S. tariffs hit China, the app saw renewed interest as it was in the news, but experts are unclear on whether this growth is sustainable.
“Unlike earlier times, now … [the] market is saturated with multiple options and offers, and user interest can quickly dwindle,” Yugal Joshi, partner at global research firm Everest Group, told Rest of World.
Kushal Bhatnagar of Indian consulting firm Redseer, however, sees the late-April spike as a healthy sign, given that Reliance has yet to run paid marketing campaigns for Shein.
Reliance Retail declined to respond to Rest of World’s queries about its partnership with Shein.
Reliance launched Shein for India five years after the original Shein app was banned in the country over border tensions with China. But the Shein that has returned is entirely separate from Shein’s global platform: Rather than selling made-in-China clothes and accessories directly to consumers, Shein now operates as a technology partner, while Reliance Retail handles the heavy lifting — from sourcing and manufacturing to distribution. All consumer data is managed by the Indian company.
The partnership is part of Ambani’s broader effort to overhaul his retail business, whose valuation fell to $50 billion in 2025 from $125 billion in 2022. Although the company has made a push into digital platforms like JioMart, Ajio, and most recently Shein India, the bulk of its retail revenue still comes from its 18,000 physical stores.
Lagging behind Amazon and Walmart-backed Flipkart, which together control nearly 60% of India’s e-commerce market, Reliance has spent years trying to break into the sector. Between 2020 and 2025, Ambani’s group acquired majority stakes in companies spanning digital services, online pharmaceuticals, and quick commerce. But the investments have yet to position Reliance as a serious challenger to Amazon and Flipkart.
Analysts say the Indian behemoth hopes to leverage Shein’s artificial intelligence-powered trendspotting and automated inventory systems to pursue an ambitious goal: capturing a major share of India’s e-commerce market, projected to hit $345 billion by 2030.
According to Kaustav Sengupta, director of insights at VisionNxt, an Indian government-funded initiative that uses AI to forecast fashion trends, such a model is likely to make good use of Reliance’s humongous customer data sets: more than 476 million subscribers for its Jio telecom brand, 300 million users for e-commerce platform JioMart, and 452 million subscribers for its news and entertainment portfolio, consisting of 63 channels, a streaming service, and digital news outlets.
“With these data points, Reliance wants to now sell fashion products, so all it needs is a system where it can feed all these data points,” Sengupta told Rest of World. He said the model would be able to predict best-selling products and suggest the right prices for them.
The original Shein app uses AI-driven models for intelligent warehousing and to spot customer trends before manufacturing a new product. It scales the manufacturing up or tweaks the designs based on the feedback. At any given time, the Shein website has a catalogue of more than 600,000 items. Its Indian iteration does not match up, according to reviews on the Google Play store. Several customer reviews for Reliance’s Shein app are critical of higher prices and reduced options. The app’s rating hovered at 2 out of 5 until February; in May, it climbed to 4.4, but reviews were still a mixed bag.
Reviews of the Indian app highlight the disparity with Shein’s global version, criticizing higher prices and a reduced selection of categories and styles.
As of April 25, Reliance Retail said only 12,000 products were live on Shein India, a stark contrast to the 600,000 items available on Shein’s global platforms. While Shein is reportedly set to debut on the London Stock Exchange this year, Ambani’s years-old promise to take Reliance Retail public remains unfulfilled.
Reliance Retail, which accounts for around 30% of the conglomerate’s overall business, is facing a slowdown in annual growth. Its sales rose just 7.9% in the fiscal year ending March 2025, down from 17.8% the previous year. Meanwhile, shares of rival Tata Group’s retail and fashion arm, Trent, have soared by 133%.
“Reliance would have looked at reviving that momentum and riding on it, while for Shein, adding India back on its portfolio of markets could be a plus point before its proposed public listing,” Devangshu Dutta, founder of Third Eyesight, a brand management consultancy that has worked with various global e-commerce brands including Ikea, told Rest of World.
A Reliance Retail official privy to information about its fast fashion expansion plans told Rest of World the partnership with Shein also hinges on global manufacturing ambitions as the Chinese company is trying to “source its products from other countries like India” to meet the “additional demand that is coming from newer markets.” Reliance Retail has tapped a network of small and midsize Indian manufacturers to locally source products, and its subsidiary Nextgen Fast Fashion Limited is leading the charge. “We need to first scale up our domestic manufacturing, before our partnership starts manufacturing for global markets. Let us see how that goes, first,” the official said, requesting anonymity as he is not authorized to share this information publicly.
India’s Gen Z population is at 377 million and counting, and their spending power is set to surpass $2 trillion by 2035, according to a 2024 report by Boston Consulting Group. Every fast-fashion retailer wants to capture this market, but it “is very new even for Reliance,” Rimjim Deka, founder of Indian fast-fashion platform Littlebox, told Rest of World.
Deka said smaller brands like hers “just see [a trend] and implement it,” which could take a large conglomerate months to do, by which time the trend may have lost relevance.
Reliance’s previous attempts to attract young shoppers with clothing brands like Foundry and Yousta failed to find much success. Anandita Bhuyan, who works in trend forecasting and product creation for fast-fashion clients like H&M and Myntra, told Rest of World the company has struggled to effectively leverage consumer data and target India’s youth.
According to the Reliance Retail official, the company is confident that if “there are 10 existing brands, the 11th brand will also get picked up as long as there is value and there is fashion.”
“Shein already has a recall among the youth. It gives us yet another brand in our portfolio through which we can cater to the youth,” the official said.
Shein was built in China on the back of more than 5,400 micro manufacturers — a scattered and loosely organized network of small and midsize factories.
In January this year, on a visit to China, Deka met with manufacturers working for Shein and Temu. On the outskirts of Guangzhou, Deka saw factories set up in areas that appeared residential, with “women sitting inside houses” making clothes.
“The tech is built in a way that somebody sitting there is able to see that, okay, next 15 days or next one month, how much I should be making … that is the kind of integration they have done,” Deka said.
Deka told Rest of World this model is easier to replicate at a smaller scale. “Me, coming from [the] supply chain industry, I understand that it is much easier for a brand like us because we are at a very smaller scale. We can still go to those people, we can still build it in a very unorganized way and then pull it off,” she said. Her company’s annual net revenue is 750 million Indian rupees ($8.6 million).
“[But] somebody like Reliance, they just cannot go haphazard here. … It has to be always organized,” Deka said.
Shein moved its headquarters to Singapore sometime between late 2021 and early 2022, a strategic departure to distance itself from its Chinese origins and facilitate hassle-free international expansion amid the U.S.-China trade war.
India is part of Shein’s wider strategy to diversify its supply chain — one that also includes a newly leased warehouse near Ho Chi Minh City in Vietnam, and efforts to establish alternative manufacturing hubs in Brazil and Turkey.
But in India, Reliance needs Shein as much as Shein needs Reliance for its global pivot. According to Bloomberg, Reliance Retail is focusing on creating leaner operations to weather a wider consumption slump in the Indian economy.
“It remains to be seen whether the Reliance-Shein combine can deliver on the brand’s promise with a wide range of products, fast and on-trend,” Dutta said. “In the years that Shein has been absent, the Indian market has evolved further, competition has intensified, and past goodwill is not enough to provide sales momentum.”
Kunal Purohit is a freelance journalist based in Mumbai, India.
Ananya Bhattacharya is a reporter for Rest of World covering South Asia’s tech scene. She is based in Mumbai, India.
(Published in Rest of World)
admin
May 19, 2025
Aakriti Bansal, Medianama
May 19, 2025
Zepto has launched Zepto Atom, a paid analytics product for consumer brands. The tool offers live dashboards with minute-level updates, PIN-code level performance maps, and Zepto GPT, an in-house Natural Language Processing (NLP) assistant trained on internal data.
While Blinkit and Swiggy Instamart have not announced comparable offerings, Zepto is pitching Atom as a first-of-its-kind play in quick commerce data access.
The launch comes as Zepto gears up for a public offering. The company is in talks to sell $250 million in secondary shares to Indian investors to boost local ownership ahead of its IPO. With a $5 billion valuation and a presence in just 15 cities, Zepto is seeking new ways to expand both revenue and market influence.
A strategic product in the lead-up to IPO
Zepto’s push to monetise platform tools comes at a time when it is attempting to raise its domestic shareholder base to 50%, reportedly as part of regulatory preparation for a future IPO. CLSA, in its 2024 App-racadabra report, estimates Zepto holds 28% of India’s quick commerce market despite a limited presence, trailing Blinkit at 39%.
With Zepto Atom, the company appears to turn its data infrastructure into a service layer for brands. This raises questions about how user behaviour transforms into brand-facing insight.
Zepto’s Multi-Lever Margin Play
Zepto’s cost structure is divided into warehouse transport, dark store operations, last-mile delivery, and corporate overheads. According to CLSA’s App-racadabra report, the company has achieved measurable efficiency gains across each of these categories. For instance, long-haul warehouse transport costs fell from Rs 1.7 per order in March 2022 to Rs 0.8 in February 2024. Handling costs inside dark stores declined from Rs 11 per order in June 2023 to under Rs 10 by January 2024. Last-mile delivery expenses dropped 20% between December 2023 and February 2024, from Rs 50 to Rs 40 per order.
HDFC Securities highlights three key levers for e-commerce profitability: raising average order values via premium or bundled products, improving take rates through ads and private labels, and reducing last-mile costs through better routing. Zepto has pursued these through initiatives like Zepto Café, Relish (in-house food and meat brands), the Zepto Pass loyalty program, and now Zepto Atom—signaling a multi-pronged approach to expand margins beyond logistics.
Whether brands will act on the data that Atom delivers, remains an open question.
Granular offtake data is rarely made available to brands, whether it is by offline retailers or by online platforms; so far brands have been largely flying blind, especially when it comes to marketplaces. In that sense, Zepto’s Atom can be a huge enabler and gamechanger,” Devangshu Dutta, Founder, Third Eyesight, told MediaNama.
Not All Brands May Be Ready
Zepto Atom lets brands monitor impressions, conversions, share of voice, and customer retention in near real-time.
“While having access to real-time geographical and time-stamped sales data is potentially an absolute goldmine for any brand, how useful it is will depend much more on how ready or capable the brand is to use the analysis and make adjustments to its strategy,” said Dutta.
Brands can use Zepto GPT, the NLP assistant embedded in Atom, to query platform data conversationally—for instance, to identify under-indexed Stock Keeping Units (SKUs) in a specific PIN code or analyse what’s driving category sales. However, it remains unclear how brands interpret or act on these insights in practice.
The company has not disclosed Atom’s pricing model. It also hasn’t confirmed whether access will be open to all brands or restricted to high-volume partners. These details will likely determine adoption.
How Atom Fits into the Margin Strategy
Zepto Atom’s real-time sales metrics, SKU-level performance data, and customer retention patterns align closely with the margin levers identified by HDFC Securities. By providing granular insights, Atom enables brands to fine-tune pricing, reposition products, and run targeted campaigns, potentially increasing order values, improving take rates, and optimizing delivery routes. Such adjustments could boost volumes and conversions, benefiting Zepto through higher commissions and ad revenues.
“For Zepto it is certainly a differentiator and could be a driver for additional revenue not just in terms of the subscription fees that they would charge but the incremental impact it could make on the brand partners’ sales and, by extension, on Zepto’s own overall fees/revenues,” said Dutta.
Still, widespread adoption may depend on how well Zepto supports brand onboarding and data literacy. “It may make sense for Zepto to even assist brand-side personnel in understanding how best to use the new tools and also help them create tangible operational changes on their side using the insights.”
Search behaviour and profiling concerns remain unresolved
Earlier this month, Zepto used search behaviour to curate mood-specific product categories such as “Crampy” and “Hangry,” in response to searches related to premenstrual syndrome (PMS)—a recurring condition affecting many women before menstruation. Critics told MediaNama that this kind of emotional profiling could occur without user awareness or consent.
Zepto’s privacy policy states that it collects lifestyle, health, and behavioural data for personalisation and internal analysis. However, the company does not explain whether it stores inferred data, shares it with brands, or applies it to pricing and promotions.
Whether Atom makes any of this data visible to brands remains unclear.
Why This Matters
Zepto Atom signals a shift in how quick commerce platforms are looking to generate value—not just from delivery, but from the data their ecosystems produce. With tools like real-time dashboards and search-linked behavioural insights, Zepto is turning user interactions into assets for brand partnerships.
The move raises larger questions about where platform growth is coming from. Is the business of quick commerce becoming the business of behavioural data? As brands gain new visibility through Atom, the balance between consumer experience and commercial analytics becomes harder to separate.
MediaNama has reached out to Zepto with these questions:
What specific types of consumer behaviour and purchase data are made available to brands through Atom?
Does Zepto Atom include inferred metrics such as user intent, repeat behaviour, or emotional tagging in its brand-facing dashboard?
Are brands shown real-time access to individual-level trends, or only aggregated cohort-level insights?
Are users informed that their platform activity may be used to generate commercial insights for brands?
Can users opt out of this data being shared with third parties via Atom?As of publication, Zepto has not responded. We will update the story when we receive a response.
(Published in Medianama)
admin
February 23, 2025
Chitra Narayanan, BusinessLine
New Delhi, 23 February 2025
India’s formidable array of craft traditions got full play at the just concluded Bharat Tex 2025, the mega textile trade show in New Delhi that showcased the best of Indian weaves to the world. But if there was one theme that dominated this year’s textile extravaganza, aimed at generating more exports, it was the focus on zero-waste fashions and upcycling. Everywhere the eye could see were standees and gigantic posters pushing the message of conscious consumption and sustainability — be it regenerative cotton, innovative models of textile waste collection, or eco-friendly fibres.
Taking centre stage at one of the halls at Bharat Mandapam, the venue, was a section that showcased age-old traditional arts like rafugari (creative darning or artistic mending), patchwork quilts and toys, and chindi durries (the art of weaving rugs and carpets with waste).
Juxtaposed against these ethnic ways of upcycling waste were the modern works of startups that rose to the textile ministry’s grand innovation challenge to work with discarded materials. From microbial dyes that are non-polluting to flowing fashionable lehengas created out of textile waste, the startups showed that a lot can be done in this area. The ministry had challenges in three more segments — jute, silk and wool.
Some takeaways from a walk-through of the textile trade show:
Closing the loop
The fashion and textile industry generates enormous waste. How to cut down on this was a subject of much deliberation and showcases. There were a lot of good ideas on display, showing that a fair amount of work has been done with fibres (bamboo, banana, flax), as well as creativity and ingenuity in weaves and finished garments.
As Devangshu Dutta, Chief Executive of the consultancy Third Eyesight, points out, due credit must be given for the good work going into generating solutions that will reduce waste, be it textiles that are reprocessed and reused as yarn, or refashioned garments or reloved apparel. But, as he adds, on the other hand we have brands that are constantly looking to grow their business and there is a race to the bottom in terms of price. The relaunch of fast fashion retailer Shein in India is sending conflicting signals. “The basic engine is pumping out more and more products, and that has to be tackled,” he says, pointing to the competing forces at work.
The source of hope, he says, is the fact that the young are a bit more conservative about how they consume and what they consume.
Sandip Ghose, CEO of MP Birla Group, which has one of the oldest jute companies in India, was among the visitors at Bharat Tex. “As an industry insider, what I found good at Bharat Tex was that quite a bit of research seems to be on, both for finished fabric and for weaving. There was a lot of work on making jute look aesthetic. There were some vanity projects like tea leaves packed in jute bags. But the challenge is in two areas — commercialisation, and scaling up of these ideas,” he says.
He rues that the jute sector has not taken advantage of the production-linked incentive scheme at a time when the world is looking for eco-friendly and biodegradable textiles. “A tripartite partnership between the Centre (Niti Aayog and textile ministry), State government, and industry would address the issue of industry’s dependence on subsidies, labour issues and exports,” he says, adding that if India is looking at textiles as a major export area, jute is an option that has been missed.
Spinning into luxury
A clear trend evident from a tour of some of the apparel and home textile pavilions is the move towards premiumisation, similar to what is visible in other sectors, noticeably FMCG.
Talking to the manufacturers, especially those focused on the domestic market, the story one heard was that consumption had slowed in the mass segment, but was reassuringly strong in the premium segment.
Several players were also moving into the luxury and uber luxury segments. Both myTrident and Welspun had striking luxury collections.
Another trend visible in the home textiles section was the use of celebrity designers — myTrident’s eye-catching collection by resort-wear designers Shivan-Narresh; and Welspun’s beautiful sets from Kate Shand and Payal Singhal.
“When the economy suffers, it is the poor and middle class who cut down. There is no pressure to reduce consumption at the upper levels, and companies will try to tap into demand that is recession-proof,” says Dutta, explaining the push towards luxury by textile manufacturers.
New trade routes?
Export houses seemed reasonably happy with the buyer interest. Some mentioned that it was interesting to see buyers from Russia at the fair. However, for those supplying to US entities and Western Europe, the buyer interest from Russia may not translate into deals, given the risk of sanctions they could face.
To sum up, it was a fairly good showcase of India’s textile prowess to the world, but whether it will ring in more export orders is debatable as many of the problems and challenges the sector faces were swept under the carpet.
(Published in BusinessLine)
Devangshu Dutta
December 24, 2024
Opinion piece by Devangshu Dutta, published in TexFash.com
12 December 2024
TLDR:
The core premise of quick commerce is time-sensitive buying by the consumer, typically emergency purchases and top-ups of food and grocery, cleaning or personal care items. Although 10-minute delivery has been widely hyped, deliveries are usually—and more realistically—made in a time span of 20–60 minutes, which is often better than the cost and time involved in driving to nearby stores that are beyond walkable distance, in India’s crowded urban environment.
While quick commerce platforms had already begun disrupting FMCG and grocery buying, impacting traditional kirana shops, recently they have also started adding fashion products to improve their margin mix and profitability.
The fashion business, by its very nature, is built on width of choice, frequency of change and unpredictability, whereas the quick commerce business model depends on a narrow, shallow merchandise mix which comprises products that are sold predictably, frequently and in large numbers within a small delivery radius. Stocking a variety of fashion styles, sizes, and colours is inherently more complex than handling products like soaps or spices.
Also, unlike FMCG or essential products, fashion items certainly depend on sensory experience of touch and feel. Shopping for clothing often requires browsing through a variety of styles, fabrics, and fits; consumers spend considerable time researching, comparing, and reading reviews to ensure the right fit, colour, and fabric.
However, there is potential for basics (e.g. T-shirts in common colours, innerwear, socks, and hosiery), last-minute outfit changes, urgent replacement for damaged clothing, event-driven products, or specially promoted products that look like great deals, as all of these would fulfil immediate needs without the same level of evaluation and comparison.
In contrast, fashion shopping for high-value items such as dresses, shirts, or outerwear will remain a slower, more deliberate process. The higher the emotional or experiential value attached to a product, the less quick commerce will fit.
Myntra has announced its quick commerce launch offering 10,000 styles, across fashion, beauty, accessories and home, and expects to expand the offering to over 100,000 products in 3–4 months.
I see Myntra’s entry into this space partly as a defensive move to fend off the quick commerce upstarts from cannibalising its business in a market that is already beset with damp offtake and highly discounted sales. Surely Myntra would not want to lose its customers who may looking to make repeat, impulse or emergency purchases of fashion products and may be less price sensitive while doing so.
It’ll be interesting to see how they address the product complexity with super-quick deliveries, and how geographically spread this business model can be for Myntra.
Myntra’s parent company Flipkart has already announced that it expects to IPO by 2025–26, and it needs to be seen as evolving and staying relevant in an increasingly competitive environment, rather than losing customers and business to younger q-commerce businesses.
We shouldn’t confuse quick commerce with “fast fashion”. What is fast in quick commerce is the speed of decision making and shopping that is enabled by a limited choice, and fast deliveries.
The fast fashion model is built on the foundation of changing trends, which needs companies to quickly identify winning trends, get product ready to sell, and move out of trend so as not to be stuck with out-of-demand inventory. The fashion-conscious customer profile wants frequent and, most importantly, trendy changes to their wardrobe. Fast fashion is waste-inducing because it encourages discarding products that are out of trend, but otherwise perfectly fine.
Quick commerce, on the other hand, needs to have a profitable business on a much narrower product profile. The more predictable and basic the product, the more it suits a Q-commerce business model.
Sustaining the ability to make fashion-trend related changes to the product mix would be nightmarishly complex for quick commerce.
I would expect quick commerce of fashion to be more driven by “need” than by “want”, and in that aspect to be, hopefully, less waste-inducing and perhaps less environmentally harmful than the established fast fashion business models and brands.
Quick commerce could also create an additional outlet for inventory that is stuck and feed into value-conscious customers’ requirements.
For small manufacturers, Myntra’s entry into the q-commerce space could be a double-edged sword.
On one hand, quick commerce can create a new demand channel for them beyond modern retail, traditional stores and online marketplaces, offering growth in a tough market environment.
However, it can also intensify the pressure on their already tight margins because of the consolidation of trade demand and a push by large customers such as Myntra to improve their own profitability. Suppliers may also be asked to hold inventory at their end ready for replenishment of the quick commerce dark stores, to ensure that service levels are maintained.
This can increase pressure on production timelines and on working capital for small manufacturers, who would need to adapt quickly or risk being squeezed out by larger, more agile competitors.
On the competitive side, while larger retailers—whether traditional, family-owned department stores or large chains—are likely to be less affected, quick commerce of fashion products will certainly hit smaller fashion stores whose merchandise mix is limited in width and depth. These stores will necessarily need to define what is their continuing value proposition to the changing consumer.
admin
December 4, 2024
Sagar Malviya, Economic Times
4 December 2024
Demand for sportswear from running shoes to joggers and yoga mats slowed down for leading firms such as Puma, Adidas, Nike, Skechers and Asics, halting their sprint since the easing of the Covid-19 pandemic when they doubled their sales in two years.
Sportswear firms have reported 1-25% year-on-year increase for 2023-24, down from 35-85% increase for the previous financial year, according to the latest regulatory filings. While demand for fitness wear and sports equipment for disciplines other than cricket grew as people prioritised health with the onset of Covid-19, consumers cut back on discretionary spends across categories over the past six to eight quarters.
Experts said companies capitalised on the popularity of more casual styles in the wake of the pandemic, a trend that has subsided now although people are more health conscious than ever. A broader slowdown, especially in cities, hurt premium categories including sportswear, which are completely dominated by global players.
“Sportswear or footwear has a slower replacement cycle than apparel and lifestyle products. Also, there is a distinct slowdown as it all comes down to income growth versus inflation. So, a longer term potential still remains for the segment but there is a short-term consumption stress,” said Devangshu Dutta, founder of retail consulting firm Third Eyesight.
With a population of 1.4 billion, India is among the fastest growing and largest international markets for footwear companies and over the years companies such as Under Armour, Asics and Skechers have expanded aggressively in the country.
Puma India managing director Karthik Balagopalan said the category has outpaced market growth with mid to high single digit growth rates even as subdued demand has lagged expectations.
“When it comes to health and fitness, consumers continue to spend on performance products and our sports-first strategy also leans towards that. Our ambition continues to grow at or be above market CAGR (compound annual growth rate) over the mid-term, and we think we are in a good place with our back-end infrastructure, our product portfolio and pipeline, BIS (Bureau of Indian Standards) readiness and our best-in-class team, who will continue to cement and retain our lead on competition,” he said.
In October, Foot Locker entered India through a long-term licensing agreement with Metro Brands, which will own and operate stores, while Nykaa Fashion will be its exclusive e-commerce partner.
However, there are challenges. In August this year, the government made it mandatory for footwear companies to obtain BIS certification for more than a dozen footwear products including sports brands. This impacted sales even last year as BIS had not issued licences to several foreign brands whose products were manufactured outside India, which in turn, forced brands to cut down on supplies.
American footwear firm Skechers said in its last earnings call that it had been growing exceptionally well in India for several years but there was a bit of an anomaly in part because of some of the regulatory changes that it had not yet fully responded to.
“We continue to work closely with both our India team and regulators to further advance our local sourcing strategy. We are seeing positive trends and remain optimistic about the progress in this important market. We see tremendous opportunity, not only in our lifestyle business, but also in performance,” Skechers chief operating officer David Weinberg told analysts.
(Published in Economic Times)