GST Council Meets Today: What the Overhaul Could Mean for E-Commerce Sellers

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September 3, 2025

Aakriti Bansal, Medianama
3 September 2025

The Goods and Services Tax (GST) overhaul simplifies India’s tax structure and lowers prices for many goods. However, for e-commerce sellers, the change arrives at the worst possible moment. Platforms and sellers must adjust billing systems, invoices, and inventory records just as the festive season begins.

The festive period drives the highest order volumes of the year, and even minor disruptions in invoicing or compliance ripple through the system. Refunds get delayed, seller–platform relations strain, consumers face frustration, and penalties under GST law escalate. Moreover, the episode shows the fragility of India’s e-commerce compliance infrastructure.

Larger sellers can rely on manpower and technology, but smaller businesses remain disproportionately exposed. Platforms, meanwhile, cannot act as neutral intermediaries when their invoicing systems directly control seller compliance. The question now is whether the government, platforms, and sellers can move fast enough to make structural reforms without turning them into seasonal flashpoints.

What’s the News?

The GST Council, chaired by Finance Minister Nirmala Sitharaman, is meeting today and tomorrow (September 3–4), according to a report by Hindustan Times, to decide on a major overhaul of India’s tax system. The timing has already unsettled e-commerce. Platforms like Amazon, Flipkart, and Meesho are holding back on announcing festive sale dates, while sellers report uncertainty about how to handle inventory already billed at old rates.

Shoppers are delaying big-ticket purchases such as smartphones, televisions, and appliances, creating a visible slowdown in demand. Retailers are carrying higher stock levels, waiting to recalibrate pricing once the Council clarifies the new slabs. The pause comes just before the festive sales period, which typically contributes about a quarter of annual revenues for e-commerce platforms.

What the GST Reforms Are

The government has proposed collapsing the four-tier GST structure of 5%, 12%, 18%, and 28% into two slabs of 5% and 18%. A new 40% tier would apply to luxury and sin goods, replacing the existing compensation-cess mechanism.

If the Council approves, several categories will see rate changes. White goods such as washing machines, air-conditioners, smartphones, refrigerators, and televisions would move from 28% to 18%. Small petrol cars and motorcycles would also shift from 28% to 18%. Essentials including ghee, nuts, namkeen, packaged drinking water, and medical devices would drop from 12% to 5%. Everyday consumer products like toothpaste, shampoo, soap, and ready-to-eat foods would also move into the 5% bracket.

The 40% tier would target high-end cars, premium electric vehicles, tobacco, and pan masala. States have pushed back, warning of revenue losses, and discussions are underway on whether higher levies on luxury items or cess surpluses can offset the shortfall.

Implementation Challenges

Satish Meena of Datum Intelligence, a market research firm, flagged the absence of a transition window as “very tricky.” “Everyone wants to make the change because this is the peak sale time,” Meena explained. “But the challenge is how it will be implemented for goods already in warehouses. Once inventory has moved from the company to the warehouse under the old GST, how will you pass on the benefit to the customer?”

Devangshu Dutta, chief executive of Third Eyesight, a retail consulting firm, pointed to similar risks. “Sellers will need to rapidly adjust pricing strategies and inventory details, keeping in mind that the festive season is upon us,” Dutta explained. “One would hope that the changeover of rates doesn’t create supply unpredictability in this critical season.”

Abhishek A. Rastogi, founder of Rastogi Chambers, a law firm specialising in indirect tax and regulatory matters, warned about compliance fallout.“From a compliance perspective, the biggest challenge will be ensuring real-time alignment between product listings, tax rates, and invoices generated. Even a minor mismatch in billing, particularly during the high-volume festive season, could result in serious exposure,” Rastogi said.

Impact on Smaller Sellers

Experts agreed that smaller sellers carry the heaviest burden. “Larger sellers with manpower and technology will cope faster. Smaller sellers will face particular challenges,” Meena noted.

Dutta explained why smaller businesses feel the squeeze. “Businesses of all sizes face the burden of compliance and accurate reporting, but smaller businesses feel the impact disproportionately as their management resources are far more limited. Often it is the owner-manager, the most critical human resource in a small business, whose time gets sucked into ensuring the changes go through smoothly,” he said.

Moreover, Rastogi advised small sellers to act defensively. “Smaller sellers must ensure they maintain proper records of their communications with platforms, raise tickets on billing mismatches, and document tax advice received. Such proactive record-keeping will protect them if litigation arises later. They should also consider contractual safeguards when signing with platforms,” he said.

Platforms Under Pressure

Platforms also operate under strain. Meena pointed out that festive sales remain unannounced. “Typically, the sales should be in the week of October 13–14, or the following week. That has not been announced till now because of this GST issue,” he said.

Dutta argued that platforms must step in to steady sellers. “Sales, inventory, and return reconciliation is an ongoing issue and potential point of dissatisfaction among sellers. To avoid adding to this, e-commerce platforms need to provide enhanced seller support to smooth out the turbulence during the GST changeover,” he said.

Rastogi underlined that platforms share liability. “Legally, the burden to discharge GST liability lies on the seller. However, given that invoicing systems are often managed by e-commerce platforms, there is a shared responsibility to ensure the correct GST rate is applied. Any platform-level error that causes sellers to become non-compliant could become a contentious issue,” he explained.

He also laid out remedies. “Sellers impacted due to platform-level glitches can seek remedies under contract law and indemnity clauses in their agreements with the platform. They may also explore legal recourse if non-compliance is triggered without their fault. Ultimately, disputes of this nature will test how liability is apportioned between sellers and platforms,” Rastogi mentioned.

Consumer and Market Effects

The uncertainty already shapes consumer behaviour. “There is already a decline in demand over the last two weeks as customers are delaying purchases, waiting for festive discounts,” Meena observed. “If sales are pushed too close to Diwali, customers may move to offline stores where delivery is immediate and pricing on appliances can match e-commerce.”

Notably, Dutta pointed out that offline businesses could benefit. “Small offline businesses that don’t have GST numbers and don’t need to compile GST returns may be able to quickly benefit from lower input costs and may be able to become more price competitive,” he said.

Need for Government Clarity

Both Dutta and Rastogi called for immediate guidance.

Dutta warned that reforms must not create “supply unpredictability in this critical season.”

Rastogi pressed for intervention. “There is a strong case for the government to issue clarificatory circulars or transitional relief, particularly given the festive season volumes. Without such guidance, both sellers and platforms face a high risk of disputes, and the compliance ecosystem may be overburdened,” he noted.

Why It Matters

The GST reforms land as festive season spending sets the direction for the retail year. E-commerce platforms draw about a quarter of their annual revenues during this period, and sellers use these weeks to recover margins. Datum Intelligence estimates that online shoppers will spend around Rs. 1,20,000 crore in 2025, up 27% from 2024, with quick commerce taking 12% of that share. At this scale, even small invoicing or compliance errors can lock up billions of rupees in disputed sales.

The reforms already shape consumer behaviour. Shoppers hold back purchases while they wait for clarity on tax rates, and platforms face pressure to adjust quickly. If festive sales move closer to Diwali, buyers may switch to offline stores that match appliance prices and provide immediate delivery.

The rollout will show whether platforms and sellers manage a nationwide tax change in the middle of their busiest season or allow it to disrupt India’s largest online retail channel.

(Published in Medianama)

Shiprocket Unveils Shunya AI: What The E-Commerce AI Shift Means for MSMEs

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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:

  1. Catalogue management and creation: It automates the creation and management of catalogues, and enables product listings in multiple languages.
  2. Ad campaign creation: It can assist in generating marketing campaigns in multiple languages as well as in creating the advertising content.
  3. Automated customer support: Offers AI chatbots for customer support.
  4. Streamlining delivery and logistics: The model can find the most efficient and affordable methods for delivery, as well as tracking orders.

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.

  1. How does Shunya AI differentiate itself from other global or domestic AI tools being used in the logistics and e-commerce sectors such as Zepto Atom or Shopify Magic?
  2. What data is Shunya AI trained on? Is the training dataset sourced exclusively from Shiprocket’s operations, or are third-party data streams also used?
  3. What data will Shunya AI’s marketing campaign models access? How will it ensure privacy and data protection of the end consumer of the business who is using these models?
  4. How does Shiprocket ensure compliance with Indian data protection laws, especially given the scale of customer and seller data being used?

(Published in Medianama)

How Zomato’s Opaque Ad Model Is Squeezing Small Restaurants’ Margins and Forcing Unsustainable Spending

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June 5, 2025

Aakriti Bansal, MediaNama
June 5, 2025

A restaurant owner recently took to X (formerly Twitter) to publicly slam Zomato for “mystery charges” and unauthorised ad placements, reigniting concerns over how the platform treats its small business partners. The tweet, accompanied by screenshots of the restaurant’s earnings dashboard, claimed that despite months of listings, his restaurant received zero payouts, and Zomato allegedly ran ads without his consent.

“Dear @zomato @deepigoyal I’m finally pulling my restaurant off your platform. Congrats! Your mystery service charges, surprise ad placements (without consent), and a POC who ghosts like it’s a talent show—truly inspiring. Small outlets deserve better,” restaurant owner Manish posted on X, under the username @maniyakiduniya.

Zomato responded: “We hear you! As mentioned earlier, please share your restaurant ID with us via DM, so that our team can get in touch with you.”

The post has struck a chord among restaurant owners who say Zomato’s ad model bleeds their business dry. In conversations with MediaNama over the week, two restaurant owners and a former manager with Zomato independently confirmed that the platform’s advertising system leaves little room for transparency, choice, or sustainable profit.

The names of the restaurant owners and the former Zomato manager have been withheld to protect their anonymity.

Forced Ad Spending and Diminishing Returns

Restaurant owners say visibility on Zomato is tightly tied to how much they spend on advertising.

“If you don’t run ads, your restaurant won’t even show up unless someone searches for you by name,” one owner told MediaNama. He further added, “From what I’ve seen, the top 10 restaurants you see when you open Zomato are all paying for that spot.”

Even ratings and reviews don’t help. For instance, if a user searches for ‘noodles’, only those who have paid for the ad category will show up in the list.

Restaurant owners explained how the ad budget starts small, around Rs. 300–400 per week, but grows rapidly. In one case, as seen by MediaNama in a restaurant’s ad dashboard, spending jumped from Rs. 9,000 to Rs. 15,000 per week in just two to three weeks.

“Some are spending Rs. 18,000 to Rs. 20,000 weekly now on ads just to stay afloat,” an owner explained, noting that these costs are hard to bear for restaurants with weekly sales as low as Rs. 2,500.

“When everyone is pushed to advertise just to stay visible, it raises serious questions about how fair the competition is on the platform,” they said. “It’s not about food quality or ratings anymore, it’s about who pays more,” they added.

A screenshot shared by a restaurant owner showing a decline in sales from ads, offers, and orders with applied discounts, highlighting concerns over the effectiveness of Zomato’s advertising model.
Click Charges with No Sales

Zomato charges restaurants based on clicks, not conversions. This means a restaurant is charged whenever a user taps on its listing after seeing a sponsored ad, regardless of whether the user places an order.

One owner explained, “A single click can cost around Rs. 6. Even if a customer just views the restaurant by clicking on it and doesn’t buy, that money is deducted.” He showed a dashboard with 4,877 clicks – most of which occurred before noon – but no conversions. “They exhaust our daily limit by 12 PM and then tell us to increase ad budgets,” he added.

Another restaurant owner echoed similar concerns in a Reddit conversation reviewed by MediaNama. The owner stated that Zomato counts a ‘visit’ even when a user scrolls past an ad and places an order a day later. “That is on purpose,” he wrote, calling the model “scammy for sure”. He also confirmed that restaurants receive no detailed data on who placed orders via ads versus organically.

Furthermore, the owner noted that Zomato lacks a clear grievance redressal mechanism for ad-related issues, as complaints are often ignored by a restaurant owner’s point of contact.

“There’s no formal audit or independent review if an ad campaign fails,” he said.

The Legal Escape Hatch: You Signed the Contract

Restaurant owners say Zomato deducts ad spends automatically, citing terms buried in the onboarding agreement – terms many admit they didn’t fully understand before signing. Once enrolled, there’s no clear way to pause or cancel.

“There’s no way to opt out once it starts, and no refunds either,” one merchant said. “Zomato just says, ‘You came to us,’ whenever we raise concerns,” he added.

But is this consent truly informed? “It’s a honeytrap,” the merchant said. “There’s no other option but to keep spending on ads if you want to stay relevant on the platform,” he explained.

Price Parity, Platform Pressure, and Squeezed Margins

Another major source of concern is Zomato’s price parity push. According to one owner, the company convinced restaurants to upload their table-rate menu on the platform by offering to lower commission fees. However, this strategy has backfired for many.

“They promised lower commission if we maintained the same prices online and offline. But now we pay Good and Services Tax (GST), high commissions, and ad spends on top of that. Our margins are cut down to 5–10%,” he said. Commissions alone can go up to 35–40% every month, forcing smaller restaurants to comply just to remain competitive.

In effect, merchants are footing the bill for everything: discounts, ads, visibility, and commissions, while Zomato gains from each layer.

Coupons and Data Obscurity

The dashboard Zomato offers shows data like clicks and visits, but it hides key financial insights that would help merchants make informed decisions. “They will show you how much you sold, but not how much you are paying to the platform,” one owner said.

Restaurant owners also said they have little to no control over how Zomato spends their ad budget. “We don’t know when our ads are shown, or to whom. There’s no data on which campaign worked better, or what to change,” one merchant said. Without visibility into targeting and performance strategy, many feel they are blindly spending in hopes of visibility.

Coupon codes, too, are deducted from the restaurant’s share, even if the platform offers them without informing the merchant. “Whatever discount a customer sees, it’s cut from our side. Zomato’s share is tiny, about 15%. We bear the rest,” the merchant added.

If a platform issues discounts unilaterally but bills restaurants for them, is that a fair bargain?

Opaque Categories and Manipulated Targeting

Merchants also highlighted how Zomato divides ad rates by cuisine categories — North Indian, Chinese, etc. — and even by customer frequency. “There are eight to 10 customer categories, each with a different ad rate,” an owner said. “Frequent buyers are more expensive to target”, he added.

The platform nudges merchants to buy targeted ads by showing graphics and dashboards that suggest potential boosts. But when profits drop, and merchants reach out, they are told that competition has increased significantly since they last got in touch with Zomato and they should spend more.

“It’s a vicious cycle. They’ll say: ‘Try a brand title ad or pay Rs. 300 extra to reach daily customers.’ The game never ends,” revealed the restaurant owner.

Inside Zomato: How Ads Shape Visibility

A former Zomato manager told MediaNama that restaurants not running ads don’t get deliberately penalised, but they do end up losing visibility. “Those who run ads automatically rise in rankings. So the others fall behind,” he said. Even a high-rated restaurant may slip if competitors outspend it.

For context, how much a restaurant pays for ads often depends on their rapport with the specific Zomato account manager and their business goals. “If a restaurant wants aggressive growth, we push it to the top line: high spend, high return. Others stay in the down line: lower investment, slower scale,” he said.

Ad pricing, he said, is not standardised. “It varies depending on what the manager thinks the client can afford and how much they are willing to push.”

He added that Zomato’s discovery algorithm changes every five to six months, which makes it difficult for restaurants to adapt or plan long-term. “The idea is to keep the system rotating so one client doesn’t dominate.”

Performance tracking for restaurants, he said, is mostly transparent except for one missing piece: acquisition data. “Zomato doesn’t show how many customers came through advertising. That’s where it becomes murky.”

He admitted Zomato doesn’t intervene if a restaurant complains about bad ad results. “It depends on the manager’s willingness but hardly anyone did it because of too many internal disputes on this issue.”
Why Ad Revenue Matters So Much

Ad revenue, the former Zomato manager said, is especially crucial in Tier 2 and Tier 3 cities.

“In big cities, order values are high, so aggregators can survive on commissions. But in smaller cities, ad income is the main driver as the order values are comparatively low”, the former manager added.

Zomato’s Q4FY25 Shareholders’ Letter reflects this reliance: the company’s advertising and sales promotion expenses rose to Rs. 1,972 crore on a consolidated basis in FY25, up from Rs. 1,432 crore in FY24. While these are expenses borne by the platform, they highlight how advertising has become a structural lever in both customer acquisition and revenue generation.

Elsewhere, an HDFC Securities report states that quick commerce companies have theoretical levers to improve margins, such as increasing take rates, including higher ad income. It also observes that Blinkit would need to improve its take rates from 18.5% to 22% to reach a 5% adjusted EBITDAM (Earnings before Interest, Taxes, Depreciation, Amortisation, and Management Fees), with ad revenue identified as a key lever to meet that target.

However, the report notes that heightened competition may keep some of these levers non-operational.

Zomato‘s Response

In response to MediaNama’s queries, a Zomato spokesperson shared the following statement:

“All marketing collaborations such as ads, promotions, and discounts etc., as well as commercials, are mutually discussed with our restaurant partners before being switched on, switched off or modified. Our multi-factor authentication system ensures that partners retain full control and give explicit consent which is registered before any changes go live. We also maintain robust escalation mechanisms, allowing partners to raise concerns and receive prompt, satisfactory resolutions through the Restaurant Partner App as well as centralised helpline numbers.

We continue to see restaurants having confidence in our partnership and are taking a proactive step to improve and enhance our interactions and processes. For our smaller restaurant partners, we work extra hard to make it easier for them to grow with us. There are always opportunities to improve and we are committed to working on them, on-time.”

While Zomato says it maintains robust escalation mechanisms and explicit partner consent, restaurant owners who spoke to MediaNama described a different reality: one of automatic deductions, limited control, and opaque ad operations.

What Zomato’s Policy Says and Doesn’t

According to Zomato’s Sponsored Listing Service terms, merchants are expected to make full payments in advance. Refunds are not guaranteed, and Zomato has full discretion on ad placements, sizes, and category changes.

The company “assumes no liability or responsibility for any… click frauds, technological issues or other potentially invalid activity that affects the cost of Service.” It also “does not warrant the results from use of Service, and the Merchant assumes all risk and responsibility.”

The Sponsored Listing Service terms grant Zomato broad rights to use merchant content, brand names, and logos, while limiting the company’s liability to the amount of fee paid during a term. These terms become legally binding once the Service Request Form (SRF) is signed.

While Zomato offers a merchant dashboard to track visits, it does not disclose the full breakdown of how ad money is being spent or how much value is being returned. One merchant noted that visibility data only started appearing in the last five to six months. Before that, they had no metrics at all.

Swiggy’s Self Serve Ads: A More Transparent Model?

Swiggy says its ad platform puts control in the hands of restaurant partners. Through the Self Serve Ads tool, restaurants can create their own campaigns, adjust daily spends, and track how those campaigns perform. The company promotes the tool as flexible and cost-effective, with no upfront payments.

The onboarding process is laid out step-by-step: restaurants upload documents like GST and Food Safety and Standards Authority of India (FSSAI) certificates, complete Know Your Customer (KYC), and sign a Partnership Agreement after a verification visit from a Swiggy representative, As per Swiggy, commissions are based on location and whether a restaurant opts for extra promotions.

Compared to Zomato’s Sponsored Listings model, which some restaurant owners say they didn’t fully understand when signing up, Swiggy’s approach looks more structured and consent-driven, at least on the surface.

But that clarity doesn’t always hold up. One of the restaurant owners told MediaNama that Swiggy’s model isn’t entirely different from Zomato’s. “You have to pay them if you want your restaurant to show up in search. It’s the same thing, just framed differently,” the owner said, suggesting that visibility on the platform often comes at a cost, regardless of how the ad system is marketed.

Advertising as a Structural Lever in Quick Commerce

Restaurant owners have flagged the rising costs and opacity of advertising on platforms like Zomato. But industry research shows that this isn’t just a revenue stream but it’s central to how delivery platforms, especially in quick commerce, are designed to operate.

A September 2024 report by CLSA, titled App-racadabra- Magic Behind Instant Delivery Liberating Customers, found that ad revenue makes up around 3.5% to 4.5% of gross merchandise value (GMV) on Zepto. That figure is only expected to grow as more brands start recognising the significance of quick commerce.

Interestingly, Zepto doesn’t just run ads for brands that sell on its platform. It also allows companies to advertise even if they aren’t listed, using spaces like the order tracking page, according to the report.

Quick commerce platforms can also use past purchase data to deliver more targeted ads and push higher-value products – what the report calls driving “premiumisation” of fast-moving consumer goods (FMCG).

Zomato’s quick commerce arm, Blinkit, is expected to lean heavily on ads to hit profitability targets. CLSA notes that Blinkit’s margins could eventually exceed those of food delivery, given the larger potential for ad revenue and the shift toward higher-margin categories.

The report adds that quick commerce is especially useful for smaller or direct-to-consumer (D2C) brands. These businesses can tap into a pan-India audience without having to build their own distribution networks.

The CLSA findings reinforce how advertising isn’t just about visibility, but it is baked into the business model. As margins tighten, discovery on these apps is no longer organic but paid.

Expert View: Power, Visibility, and Platform Dependence

These patterns mirror broader trends across retail and platform ecosystems, not just food delivery.

Devangshu Dutta, the Founder and Chief Executive of specialist consulting firm Third Eyesight, told MediaNama that these dynamics are not unique to Zomato or even food delivery.

“Advertising and promotion focussing on specific brands or products is standard across various platforms and formats. It is an outcome of the balance of power between the platform and the supplier brand, and is equally true of physical retail chains, online marketplaces and aggregation platforms such as Zomato,” he said.

Brands or restaurant chains with deeper pockets tend to secure greater visibility—whether through premium shelf space in physical stores or prominent placements like sponsored listings and banners on delivery platforms.

“Demand-side concentration inevitably favours larger suppliers and brands who can fund visibility, whether it is through endcap displays in a retail aisle or sponsored banners or top-of-search-list positions on an app,” Dutta stated.

However, he noted that some established brands may choose to bypass platform dependence altogether.

“If brands are well-established or have other means to ensure that their message and product reaches the target consumer, they may choose to opt out of the channel, as many restaurants have done with Zomato and Swiggy,” Dutta explained.

How Can Restaurants Push Back?

In the context of restaurants displaying resistance to food delivery apps, one of the restaurant owners said that small restaurants need to come together.

“There should be local unions who can stand up to Zomato. And there should be a blanket rule on how much ad spend is allowed, so merchants don’t fall into this trap,” the owner said.

He added that Zomato seems to earn more from merchants than from customers. “Whatever we pay to be visible, it all goes into the platform’s pocket”, he explained.

Further, he argued that without collective action, individual pushback rarely works. “The minute we stop ad spend, our listings drop to the bottom. So we need to walk together. If even 30% of merchants stop ads at once, it will force a reaction.”

Why This Matters

As India’s online food delivery market continues to grow, so does the reliance of small businesses on platforms like Zomato. However, these platforms are acting as gatekeepers by deciding who gets seen, how often, and at what price.

By tying discovery to opaque algorithms and costly ad spends, they tilt the playing field in favour of businesses that can afford to pay more. In such a system, can small restaurants survive?

And the issue goes beyond advertising. Zomato recently paused its 50:50 refund-sharing policy after public backlash and partner complaints. Restaurant owners said the company auto-enabled the policy and deducted money without consent or clear explanation. As with ads, there was no transparent opt-out process or formal appeal.

Together, these practices raise broader concerns: Should platform-led monetisation come with stricter disclosure norms? Can regulators step in to ensure pricing fairness and transparency in merchant contracts? And what role can merchant collectives play in counterbalancing this power?

For now, many restaurant owners feel caught in a system that offers visibility and participation at a cost they cannot afford and exit without impact.

(Published in MediaNama)

Retail in Critical Care – The Impact of COVID-2019

Devangshu Dutta

April 7, 2020

Oil shocks, financial market crashes, localised wars and even medical emergencies like SARS pale when compared to the speed and the scale of the mayhem created by SARS-CoV-2. In recent decades the world has become far more interconnected through travel and trade, so the viral disease – medical and economic – now spreads faster than ever. Airlines carrying business and leisure-travellers have also quickly carried the virus. Businesses benefitting from lower costs and global scale are today infected deeply due to the concentration of manufacturing and trade.

A common defensive action worldwide is the lock-down of cities to slow community transmission (something that, ironically, the World Health Organization was denying as late as mid-January). The Indian government implemented a full-scale 3-week national lockdown from March 25. The suddenness of this decision took most businesses by surprise, but quick action to ensure physical distancing was critical.

Clearly consumer businesses are hit hard. If we stay home, many “needs” disappear; among them entertainment, eating out, and buying products related to socializing. Even grocery shopping drops; when you’re not strolling through the supermarket, the attention is focussed on “needs”, not “wants”. A travel ban means no sales at airport and railway kiosks, but also no commute to the airport and station which, in turn means that the businesses that support taxi drivers’ daily needs are hit.

Responses vary, but cash is king! US retailers have wrangled aid and tax breaks of potentially hundreds of billions of dollars, as part of a US$2 trillion stimulus. A British retailer is filing for administration to avoid threats of legal action, and has asked landlords for a 5-month retail holiday. Several western apparel retailers are cancelling orders, even with plaintive appeals from supplier countries such as Bangladesh and India. In India, large corporate retailers are negotiating rental waivers for the lockdown period or longer. Many retailers are bloated with excess inventory and, with lost weeks of sales, have started cancelling orders with their suppliers citing “force majeure”. Marketing spends have been hit. (As an aside, will “viral marketing” ever be the same?)

On the upside are interesting collaborations and shifts emerging. In the USA, Jo-Ann Stores is supplying fabric and materials to be made up into masks and hospital gowns at retailer Nieman Marcus’ alteration facilities. LVMH is converting its French cosmetics factories into hand sanitizer production units for hospitals, and American distilleries are giving away their alcohol-based solutions. In India, hospitality groups are providing quarantine facilities at their empty hotels. Zomato and Swiggy are partnering to deliver orders booked by both online and offline retailers, who are also partnering between themselves, in an unprecedented wave of coopetition. Ecommerce and home delivery models are getting a totally unexpected boost due to quarantine conditions.

Life-after-lockdown won’t go back to “normal”. People will remain concerned about physical exposure and are unlikely to want to spend long periods of time in crowds, so entertainment venues and restaurants will suffer for several weeks or months even after restrictions are lifted, as will malls and large-format stores where families can spend long periods of time.

The second major concern will be income-insecurity for a large portion of the consuming population. The frequency and value of discretionary purchases – offline and online – will remain subdued for months including entertainment, eating-out and ordering-in, fashion, home and lifestyle products, electronics and durables.

The saving grace is that for a large portion of India, the Dusshera-Deepavali season and weddings provide a huge boost, and that could still float some boats in the second half of this year. Health and wellness related products and services would also benefit, at least in the short term. So 2020 may not be a complete washout.

So, what now?

Retailers and suppliers both need to start seriously questioning whether they are valuable to their customer or a replaceable commodity, and crystallise the value proposition: what is it that the customer values, and why? Business expansion, rationalised in 2009-10, had also started going haywire recently. It is again time to focus on product line viability and store productivity, and be clear-minded about the units to be retained.

Someone once said, never let a good crisis be wasted.

This is a historical turning point. It should be a time of reflection, reinvention, rejuvenation. It would be a shame if we fail to use it to create new life-patterns, social constructs, business models and economic paradigms.

(This article was published in the Financial Express under the headline “As Consumer businesses take a hard hit, time for retailers to reflect and reinvent”

Are Your Deals Still in the Fridge?

Devangshu Dutta

October 14, 2008

If you’re like me, then at any given point of time you have a vague idea about what is in your refrigerator, but not quite. That must why we end up buying stuff that duplicates what is already in the fridge.

Here’s an example of what that translates into for me:

  • A second bottle of chilly sauce, when the first one is only half-way through
  • Three semi-consumed jars of jams and preserves, none of which look anywhere near finishing for the next couple of months
  • Three packs of juice because one came “free” with two others (and all open because the family does not coordinate its consumption of flavours!)

At other times, it is the semi-consumed half-loaf of bread that gets trashed half-way through its fossilization process. Or the new flavour of cheese spread, where the price offer may have been tastier than the spread itself.

I sure there will be at least some among you who would have similar stories. (I would be shattered if I’m told that I am the only one with these tales of inadvertent consumption!)

In the normal course, we would not call ourselves excessive consumers. For the most part, we believe we display rational shopping behaviour. We make our lists before leaving for the market and we generally know which shop or shops we want to stop in at. So, why do we end up doubling or trebling our purchases, when we aren’t actively “consuming” double or triple the amount of food?

Well, the lords of marketing spin have mapped their way into our minds. In a strategy that has been proven over centuries, we are offered things ‘free’ or at a significant discount. The very thought of getting something for free, or for less than what it is worth, is so seductive and irresistible.

(As an aside, just look at what has happened during the last few years in the real estate market and the stock market – everyone thought that they were getting a good deal because the stuff was “worth actually more” than the amount they were paying. Not!)

We believe we are being rational in buying the three packs of juice at the price of two – never mind the fact that juice wasn’t on the shopping list in the first place. The danglers and end-caps jump out and ambush us, as we walk through the aisles. The samplers entice in their small voices: “try me”.

You might say that the really traditional kiranawala is the customer’s greatest friend and also a barrier against uncontrolled consumption.

By keeping the merchandise behind the counter or in the back-room, he maintains a healthy distance between the addiction source and all us potential shopaholics. In fact, he goes beyond the call of duty, and even prevents us from stepping anywhere near the merchandise by delivering to our homes.

The enticing deals and offers that you can’t see won’t hurt you. You won’t call to get that new, exciting BOGO (buy one-get one) offer, because you don’t know that it’s there in the store.

Unless, of course, the sneaky brand with its accomplice – the advertising agency – sidesteps him, and puts out the temptation in your morning newspaper.

By now, surely, you’re wondering whose side I am on.

Well, as a consumer and a customer, I am only on one side – mine!

As someone who is intensively involved with the retail sector, I’m also on the side of the brands and the retailers.

And believe me, we are all actually sitting on the same side of the table.

The years in this decade, after the recovery from the minor blip of dot-com busts, have been like one mega party and most people have forgotten that parties seldom last forever. And the morning after the wild party can start with quite a headache.

Retailers and brands have recently acted as if there is no end to multiplier annual growth rates, and consumers have been only to happy to prove them right. Until now.

Currently, we are passing through a fairly serious global economic correction which started in 2007. But it has only really hit hard in the last couple of months, as the headlines have increasingly started talking about recessions and depressions. Naturally, there are some people who have really lost money, others may be looking at the possibility of lower income. But even those people who sustain their current incomes are “feeling poor”, just as they were “feeling wealthy” when the markets were booming.

Of course, superfluous or discretionary expenditure such as movies in multiplexes, eating out etc. are the first to get hit. But should grocery retailers rest easy – after all, people still have to eat, right?

And how about deals, and multi-buy discounts – isn’t this the scenario where “more for less” will be the strategy which will work?

Well, I don’t believe it is quite so cut-and-dried, or quite so simple. The grocery shopping lists will not only become tighter, but will also be more tightly adhered to. Anything that looks like it may be a wasteful expense will be unlikely.

Remember the deals in the fridge? What you are throwing away now starts looking like money being put into the trash.

Pardon the seemingly sexist remark, but men: your wives will not let you get away with driving your trolleys irresponsibly into aisles where you are not supposed to be!

So how should retailers and brands respond?

Well, a good starting point would be to understand what the real market is. Let us not infinitely extrapolate growth figures on a excel spreadsheet on the basis of the early-years of new businesses. Let us not extrapolate national demand numbers from the consumption patterns of select suburbs of Delhi and Mumbai.

When we have the numbers right, let’s look at the business fundamentals at those basic levels of consumption. Is there a viable business model?

Is the business full of productive resources, or are we overstaffed with “cheap Indian labour”?

Is your modern retail business or your food / FMCG brand really providing value to the Indian consumer? For instance, two very senior people from large retail companies were very vocal this last weekend in stating that the value provided by local business to the value-conscious consumer was grossly underestimated by the industry.

I believe that best filter for business plans is the filter of business sustainability. How sustainable is the business over the next few years? What is the real demand? What are the true cost structures, and can these be supported on an inflationary basis year-on-year, or will you be squeezing the vendors for more margin at every stage until the relationship goes into a death spiral?

Let’s look at macro-economics. Are you actively looking at generating and spreading wealth and income around, or is your focus only on stuffing that third pack of juice into the fridge for it to go stale? If your strategy is the latter one then, to my mind, that is neither a sustainable economic model nor a sustainable business.

There’s more about the current and developing economic scenario, “realistic retailing” and other such issues, elsewhere on the Third Eyesight website and blog, including a presentation made at the CII National Retail Summit in November 2006 (download or read as a PDF). (The article based on that presentation is here.)

I really look forward to your thoughts and would welcome a dialogue on how you believe retailers and brands should work through the next few years as we unravel the excesses of the recent past.