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October 24, 2025
Entrepreneur India
Oct 23, 2025
Indian consumers are increasingly opting for private labels and in-house brands over established ones, and retailers are taking note. According to EY’s ‘Future Consumer Index 2025’, more than half of India’s consumers are now choosing in-house brands over legacy labels.
The report highlights that 52 per cent of Indian consumers have switched to private labels for better value, while 70 per cent believe these in-house brands offer comparable or superior quality. Backed by this shift, retailers from BigBasket to DMart, and quick-commerce players like Zepto and Blinkit, are doubling down on their private label strategies, viewing them as a path to higher margins, stronger brand loyalty, and greater pricing control.
“Indian consumers’ growing preference for private labels reflects both short-term price pressures and a longer-term structural evolution in retail,” said Devangshu Dutta, CEO of Third Eyesight, speaking to Entrepreneur India.
Trending globally
The surge isn’t unique to India. A recent report by the Institute of Grocery Distribution (IGD) notes that globally, private labels now account for over 45 per cent of grocery volume and are expanding faster than legacy brands.
In India, this shift is becoming increasingly visible in-store. The EY report found that 74 per cent of consumers have noticed more private label options where they shop, and 70 per cent say these products are now displayed more prominently, often placed at eye level, signalling a strategic retail push.
Commenting on this trend, Angshuman Bhattacharya, Partner and National Leader, Consumer Products and Retail Sector, EY-Parthenon, said, “Consumer behaviour has traditionally evolved in response to changing economic situations, but the current shifts appear to be more permanent. Retailers are confidently launching private labels and allocating prime shelf space to them, while technology is enhancing the shopping experience by providing consumers with limitless options and the ability to compare products.”
From price-fighters to power brands
According to Dutta, private labels are no longer just “copycat” alternatives meant to undercut national brands.
“For retailers, not just in India but globally, lookalike private labels used to be tools at the opening price point to hook the customer, who saw them as credible, affordable alternatives to national brands,” he explained, adding, “However, as retailers have grown, they have gained both scale and expertise to widen and deepen their supply chains.”
Over time, he said, investments in formulation, packaging, and quality consistency have increased consumer trust.
“Private labels now compete on functional benefits rather than only on price, particularly in food staples and apparel, but also in brown goods and white goods, and increasingly in personal care and other FMCG categories,” he added. [Must read: “Private Label Maturity Model”]
Retailers scale up private labels
As demand for in-house brands grows, retailers are scaling up their strategies across sectors.
BigBasket, one of India’s largest online grocery platforms, reported that 35–40 per cent of its FY24 sales came from private labels like Fresho, BB Royal, and Tasties. The company aims to push this share closer to 45 per cent through expansion in frozen foods and ready-to-eat categories.
DMart’s private label arm, Align Retail, has reportedly more than doubled its sales in two years, touching INR 3,322 crore in FY25. The retailer’s in-house brands in staples, apparel, and home essentials have helped boost margins in a highly competitive retail landscape.
Zepto, the quick-commerce player, is taking private labels into the 10-minute delivery domain. Its brand Relish, focused on meats and eggs, has achieved INR 40 crore in monthly sales.
Meanwhile, Reliance Retail has also expanded its portfolio of private labels, including Good Life, Enzo, and Puric, across groceries, personal care, and household products, strengthening its broader FMCG play. In 2024, Reliance Retail’s Tira Beauty also announced the launch of its latest private label brand, Nails Our Way, signifying a major expansion in its beauty offerings.
Capturing a lion’s share in retail
Dutta noted that in India, private labels will remain a core pillar of modern retail strategy rather than a cyclical response to cost pressures.
“Consumers increasingly view retailers as brand owners rather than intermediaries. As private labels mature in branding and innovation, their growth aligns more and more with brand equity development rather than just opportunistic cost-saving,” he said.
From a retailer’s perspective, private labels deliver higher gross margins and greater strategic control, Dutta said. [Must read: “Private Label Maturity Model”]
Another report by the Private Label Manufacturers Association (PLMA), using Circana data, found that in 2024, private-label sales in food and non-edible categories grew faster than bigger brands globally. While figures vary by region and quarter, the pattern remains consistent: private labels are outpacing traditional FMCG growth.
Collectively, these shifts show that private labels are becoming a major revenue driver for retailers in India, and are fast evolving from value alternatives into brands with genuine consumer pull.
(Published in Entrepreneur India)
admin
September 24, 2025
Shabori Das & Sagar Malviya, Economic Times
Bengaluru/Mumbai, 24 September 2025
Chinese fast-fashion platform Shein plans to triple the number of launches in India and shrink its design-to-launch timeline by a third to deepen its push into an increasingly competitive market, a top official said.
The company, which re-entered India through a partnership with Reliance Retail in February this year, said it is overhauling its supply chain to enable faster turnaround times. To achieve this, it has moved away from large-scale manufacturing hubs to smaller production lines with each line focused on creating a single new design daily.
“Our current timelines, measured from ‘thought to site’, stand at 46 days. We are targeting 30 days,” said Vineeth Nair, chief executive of Reliance’s fashion platform Ajio that steers Shein in India. “We currently deliver 320 styles a day – about 10,000 a month – and plan to scale that to over 30,000 styles monthly in the coming months,” he told ET.
Speaking about the speed of manufacturing, Nair said, “We quantify our options in terms of production lines, with each line optimised to deliver one design option per day, rather than factories. Some of our large production units have been repurposed into multiple lines.”
Shein first launched in India in 2018 with its own online shop. However, the app was banned by the Ministry of Electronics and Information Technology (MeitY) along with TikTok, WeChat and over 55 other Chinese apps.
One of the primary issues and controversies surrounding Shein’s India operations was the use of the consumer data by the Chinese apparel retailer.
Under the current partnership model, Reliance Retail is operating Shein under licensing agreement and ensures complete customer data ownership as per the company.
Unlike international markets, Shein India products are made in India.
“It’s still early days – just about three months since we introduced Shein to the India Gen Z,” Nair said. “And we are still in the process of adding multiple products, which we intend to do in the next few months.”
He said the brand is witnessing two million daily average users, dominated by 21-year-old women who account for 62% of the traffic.
Shein, the world’s biggest ecommerce-centred fashion retailer, however, may find it hard to replicate its global success in India, according to Devangshu Dutta, founder of retail consulting firm Third Eyesight.
“Shein’s edge internationally has been its speed of dropping its products, and the width of its product category. The India model is not the same. The India model of fashion is slower, and the product category width is not as large,” he noted. “Hence, the brand will in all probability end up competing with the already established market like Myntra, Zudio and the likes.”
(Published in Economic Times)
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July 16, 2025
Prabhanu Kumar Das, Medianama
16 July 2025
E-commerce logistics platform Shiprocket announced the launch of Shunya.ai, a sovereign AI model developed in India to support the country’s Micro, Small and Medium Enterprises (MSMEs), on July 11. The company claims that it is India’s first multimodal AI stack, built in partnership with US-based Ultrasafe Inc.
This announcement comes at the heels of Shiprocket filing a confidential draft red herring prospectus (DHRP) with the Securities and Exchange Board of India (SEBI) in May 2025 for their Initial Public Offering (IPO). The company is expected to raise around Rs 2500 crore in its IPO.
What does the AI model offer?
As per Shiprocket’s website, Shunya.ai is built on a freemium model, with unlimited access priced at Rs 499 a month for MSMEs. It is directly integrated into the Shiprocket platform and offers AI agents across multiple languages. According to the company, the agents can perform the following tasks:
Shiprocket CEO Saahil Goel stated, “We’ve adapted Shunya.ai from the ground up for Indian languages, commerce workflows, and MSME needs. By embedding it directly into our platform, we’re giving over 1,50,000 sellers instant access to tools that are intelligent, local, and scalable, levelling the playing field for businesses across Bharat.” Notably, Larsen and Toubro’s AI cloud arm, Cloudfiniti is reportedly providing the underlying GPU infrastructure, ensuring that all data processing and storage remains within India.
This AI model does offer multiple benefits but it will not level the playing field against big players, as per Devangshu Dutta who is the founder of specialist consulting firm, Third Eyesight.
“While Shunya AI can help small businesses compete better, it won’t completely level the playing field. Large companies still have greater organisational capacity and capability to respond to the insights offered, including more data and bigger budgets. The real benefit for small businesses is improving how they work and serve customers within their current markets, rather than suddenly competing with giants,” Dutta said.
The E-Commerce AI Pivot
This is not the first time that an Indian e-commerce platform has unveiled a B2B AI service through its existing platform. Zepto recently launched Zepto Atom in May 2025, a real-time tool that offers consumer brands available on the platform minute-level updates, PIN-code level performance maps, and Zepto GPT, a Natural Language Processing (NLP) assistant trained on internal data that brands can query about their stock keeping units (SKUs) and performance data.
Zomato and its e-commerce arm Blinkit have also been growing their AI capabilities. Analytics India Magazine previously reported that the company’s generative AI team has grown from 3 to 20 engineers in the time-span of a year. Zomato introduced a personalised AI food assistant for users, and also uses AI in its backend to optimise delivery times and improve consumer support. Blinkit also released the Recipe Rover AI in May 2023, an AI assistant for recipes.
Other companies like Swiggy with ‘What to Eat’ AI, Myntra’s MyFashionGPT AI shopping assistant, and Amazon’s Rufus have also adopted AI assistants on their platform as a tool for the consumer.
The issue of merchant stickiness
Dutta asserts that this shift means platforms like Zepto and Shiprocket are changing from being service providers to becoming data intelligence companies. They are generating, or are in the process of generating revenue through transactional data that flows through the company.
“While this can create better insights and automation for merchants on these platforms, it also could make the merchants more dependent on the platforms. Once a merchant builds its operations around a platform’s specific AI tools and insights, it becomes much harder to switch to a competitor – creating stronger merchant stickiness. We already see this in infrastructure and core services such as banking and financial services, enterprise cloud services, building management etc. and the same is likely to happen in AI-enabled process management”, he said.
Why this matters
As Shiprocket is preparing for an IPO, Shunya.ai becomes another means to generate revenue for the company. This app can extend Shiprocket’s reach to local physical stores and MSMEs, by offering them the opportunity to provide the same experiences and support to the consumer that larger retailers and e-commerce platforms do, while automating delivery automation, cataloguing, and customer support.
Furthermore, the launch of this model is also part of the larger trend of AI integration and automation, both within e-commerce platforms for their consumers and within the back-end for optimisation.
Competition in these sectors and merchant stickiness may also become an issue, as businesses hosted on these e-commerce services may become reliant on specific AI tools and their outputs.
Questions of data privacy are also important when it comes to service companies moving towards data intelligence: How do these AI models gather and use data? The consent of end-consumers in these B2B models, data storage, and security are all issues that need to be studied as e-commerce and retails pivots towards AI.
Some Unanswered Questions
MediaNama has reached out to Shiprocket with the following questions and will update the article when we receive a response.
(Published in Medianama)
Devangshu Dutta
June 30, 2025
In every strategy meeting today, one metric is invariably mentioned: Customer Acquisition Cost (CAC). Whether you’re a well-funded corporate retailer, or raising your first angel round, or a well-established digital duopolist brand scaling Series C, CAC is one of the key performance metrics. “Real” spend that is neatly broken down by channel, optimised by funnel tweaks, scrutinised to the last rupee or dollar.
But there’s a metric we almost never hear about that could be costing brands far more in the long run.
Let’s call it Customer Forfeiture Cost (CFC), the residual lifetime value that is lost when a customer walks away from your business not because of price, competition, or even shifting needs, but because of a “burn”: a delivery missed or messed up, a refund that took weeks, an arrogant customer service call, or a product that failed spectacularly against the promise. In other words, when your brand hurts someone enough to make them walk away. Probably for ever.
It’s a paradox: brands are pumping thousands of crores into acquiring users, but they’re bleeding value at the other end. Yet, while CAC is a line item in every financial statement, CFC is invisible in management dashboards. CEOs don’t announce, “We’ve cut our forfeiture cost by 20% this quarter.”
Yet. every CXO knows it exists. The NPS scores, the social media complaints, the “never again” comments in reviews, the sinking feeling when repeat purchase rates fall.
Why CFC Matters More Than Ever
In every business, during the early stages each sale is a victory. Whether it was the retail chains that grew in the 1990s and early-2000s or the digital upstarts that came up through 2010s and 2020s, scale has been the mantra, and investors have poured money into scaling through the growing consumption of India 1 and India 2 customers.
Today customer acquisition isn’t cheap. The same person who clicked impulsively in 2020 now thinks twice before confirming payment. In this landscape, retention isn’t optional, it’s existential.
Every lost customer isn’t just a refund processed, or a cart abandoned. It’s the long tail of future repeat purchases that will never happen, negative word of mouth and brand distrust in the customer’s circle of influence, and increased future CAC due to declining organic reach.
Way back in 1967, management consultant Peter Drucker wrote in his book “The Effective Executive”: “What gets measured, gets managed”.
Today your CAC may be Rs. 500-1,000. If the average customer life time value (LTV) is Rs. 10,000, and a single burn causes churn after just one order worth Rs. 2,000, your CFC is Rs. 8,000, and that doesn’t even include reputational spillover.
Why We Don’t Measure It
Yes, CFC is hard to quantify. It’s not as easily attributable as ad spends. There’s usually no neat model telling you why someone never returned, because tech stacks aren’t typically designed to track emotional exits. And let’s face it, introspection about broken relationships is uncomfortable, even for management teams.
But that doesn’t mean it’s not real. If a customer leaves because your delivery executive messed up, or because your app crashed during checkout twice in a row, that’s on you, not the market. And in a business climate where sustainable growth is the mantra, LTV is king.
Ignoring CFC is like watching your roof leak and blaming the rain.
Toward a New Discipline
Brands and retailers must start measuring CFC, the value lost when customers disengage due to friction, mistrust, or neglect, and then start working on reducing it. This can be done by:
The Competitive Edge We’re Not Using
In a crowded space where everyone’s vying for eyeballs, trust is the true moat. Customers don’t expect perfection – they do expect accountability, authenticity, and recovery when things go wrong.
Brands that understand and act on Customer Forfeiture Costs will quietly start building a powerful edge: deeper brand loyalty, lower CAC over time thanks to referrals and repeats and greater lifetime value per user.
In other words, real, compounding value.
As the Indian brand ecosystem matures, Customer Forfeiture Cost needs to be as visible and valued as CAC. Acquisition is the invitation; experience is the relationship. Relationships, once broken, are expensive to rebuild; if they can be rebuilt at all.
In the end, growth isn’t just about who comes in. It’s about who stays, and why.
(Written by Devangshu Dutta, Founder of Third Eyesight, this was published in Financial Express on 2 July 2025)
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)