We read 156 phones, tablets, cameras, games and smartwatches from Croma's own search API on July 28, and the discount badge turned out to be a clock. It measures how long ago a product was replaced, not how good it is. The clearest proof is in games, where release dates are public: our four PlayStation 4 titles came back at 68%, 60%, 50% and 44% off, and the seven PS5 titles at 48% down to 13%, with almost no overlap. GoPro tells the same story inside one range — the entry Hero at 46%, the Hero12 at 33%, the current Hero13 at 16%. Phones ran from 50% to 3% across 32 listings, ordered almost perfectly by launch date. And not one of the seventeen Apple listings in the pull exceeded 16% off, with the two that reached it being the two oldest Apple products on the page. Our 21 picks are chosen on panels, chips, frame rates and support windows. Croma returns no review counts, so nothing here carries a rating pill. Prices read from croma.com on July 28, 2026. more
We read 71 discounted appliances across six categories from Reliance Digital's own product cards on July 28, and the badge turned out to track something that never appears on a listing: how deep the brand's Indian service network runs. Whirlpool averaged 12% off across our pull, Samsung 18%, IFB 22% and LG 31%. Against them, Foxsky averaged 50%, Kenstar 53%, Hisense 55% and Morphy Richards 55.5%. That matters more on some shelves than others. A refrigerator is an eight-to-twelve year commitment and an air conditioner needs an annual technician visit, so a 61% badge on a fridge from a licensed brand name is a different proposition from a 55% badge on a television, which either works or has a dead backlight. Separately, air coolers were the most heavily cut category at an average 43.5% off — a calendar discount rather than a brand one, because the cooling season is closing. Prices read July 28, 2026. more
We pulled boAt's own product feed on July 28, 2026 and found 333 in-stock products with images, of which 330 carry a live discount — 99.1% of the catalogue marked down at the same moment, with a median badge of 63% and a mean of 61.9%. A percentage that applies to nearly everything cannot help you choose between two things, so we set it aside and sorted 21 picks by price and specification. What emerges is a catalogue laddered far more tightly than the MRP fields suggest: five earbuds at exactly Rs. 1,499, the tier where active noise cancellation now lives; a five-watch range spanning only Rs. 1,399 to Rs. 1,799 across LCD and AMOLED panels; wired earphones from Rs. 299; and home audio at Rs. 3,499 and Rs. 7,999, the only picks here where the outlay is the interesting number. Category averages, ratings and the places the badge ranks two products backwards are all printed. more
Hammer's own product feed on July 28, 2026 carried 71 in-stock products with images, 70 of them discounted, at a median badge of 76% — and six of those listings are refurbished units sitting in the same catalogue as new ones. For the Airflow Plus TWS the two appear together: Rs. 499 refurbished against Rs. 699 new, a Rs. 200 gap on the identical model. That comparison runs through this page. Neither listing states a refurbishment grade or a warranty term, which is the question we flag on every refurbished pick rather than assuming an answer, and our practical read is that at a Rs. 200 gap the new unit is the sensible default while the refurbished route makes its strongest case on complex items like the Rs. 949 pair with 32dB active noise cancellation. Beyond that, we sorted 21 picks by price: earbuds from Rs. 444, a neckband at Rs. 399, over-ears to Rs. 1,999, the whole watch range across nine hundred rupees, and a wired pair at Rs. 149. more
We read Tata CLiQ's own marketplace search on July 28, 2026 across eight categories and pulled 196 in-stock discounted listings with real ratings attached — and the first thing the data shows is one shoe listed three times. The Puma Smashic appears at Rs. 1,575, Rs. 1,710 and Rs. 3,599, all against the same Rs. 4,499 MRP, at badges of 65%, 62% and 20%, with 98, 711 and 695 ratings respectively. The only variable is the colour of the upper, which makes the practical advice unusually simple: search the model name and read every colourway before you buy. We also tested whether the discount tracks how well-reviewed a product is, because it would be a tidy story — it does not. Across the 142 rated listings in our sample, items with 50-plus ratings averaged 39.7% off and items with fewer than 20 averaged 39.0%. Every pick here carries its rating with its count, including a 3.2 and a 3.7 we kept in. more
We read Croma's own search API on July 28, 2026 across air conditioners, washing machines, refrigerators and microwaves and collected 84 in-stock discounted listings, 21 per category. The headline finding is a non-finding that turns out to be useful: Croma's own-label appliances averaged 24.4% off across 25 listings while everything else averaged 24.7% across 59 — no meaningful difference — but the own-label median price was Rs. 12,790 against Rs. 22,990 for the branded listings. The house brand's proposition is a lower price at the same discount, which means anyone shopping by percentage will walk straight past it. Air conditioners were the most discounted category at 30.5%, against 23.6% for refrigerators, 23.1% for washing machines and 21.3% for microwaves, which is what the tail of a cooling season looks like. We also print two 1.5-ton splits at an identical Rs. 38,990 carrying badges of 42% and 29%. more
We read Reliance Digital's own product listings on July 28, 2026 across earbuds, televisions and laptops and collected 35 in-stock discounted products — and the discount falls in a straight line as the purchase gets bigger. Earbuds averaged 49.9% off across twelve listings, televisions 42.4% across eleven and laptops 23.8% across twelve. The deepest badge in the pull was 85%, on a Rs. 899 pair of earbuds; the shallowest was 2%, on a Rs. 51,490 laptop that happens to carry the best specification on the page. The same gradient repeats inside the television category, from 55% on a Rs. 14,399 set down to 35% on a Rs. 70,990 one. Our explanation, offered as inference: a laptop is cross-shopped across four retailers and a dozen review sites, so an inflated reference price gets caught, while nobody checks what a Rs. 899 accessory used to cost. The discipline comes from the buyer, not the retailer. more
We read 208 bags, watches, sunglasses and backpacks from AJIO's own search API on July 28, and the discount badge turned out to measure something other than the bargain. It measures how much freedom a brand has to set its own reference price. All ten VOYAGE sunglasses in our pull carry a stated MRP of exactly Rs. 3,000, whatever the shape — so as the selling price climbs from Rs. 660 to Rs. 1,470 the badge falls from 78% to 51% without a single fact about the glasses changing. Eleven of RIO's twelve bags sit at precisely 70% off against seven different MRPs, and all four NETPLAY backpacks do too: a pricing rule, not a sale, which means none of it expires. At the other end, the brands with their own Indian shops cannot do this. Titan, Fastrack, Puma, Decathlon and Wildcraft read 40%, 32%, 20% and 3%, because the reference price is on a tag in a store around the corner. Our 21 picks are chosen on litres, lenses and rupees. Prices read from ajio.com on July 28, 2026. more
We read 264 in-stock products from Nykaa Fashion's own category API on July 28, across both the women's and men's trees, and the discount badge turned out to follow one rule with no exceptions: it climbs with the stated MRP. Products listed under Rs. 1,000 averaged 26.4% off. Between Rs. 1,000 and Rs. 1,999, 40.0%. Between Rs. 2,000 and Rs. 3,499, 48.1%. Between Rs. 3,500 and Rs. 5,999, 50.9%. Above Rs. 6,000, 51.3%. Five bands, five steps, in perfect order. Meanwhile the price you actually pay barely moves — the median across the whole pull was Rs. 1,140, and doubling the stated MRP shifts the real median by a few hundred rupees. Chapter Three sets four products within Rs. 89 of each other whose badges read 74%, 71%, 50% and 34%. Repeating reference prices are everywhere: six PIMU dresses at Rs. 800 against Rs. 3,999, five Jack and Jones tees at Rs. 600 against Rs. 1,499, eight Indian Garage Co shirts at exactly 65%. Prices read July 28, 2026. more
We read 100 products from Bewakoof's own page data on July 28, across six category paths, and found a store with 25 prices. Six of them — Rs. 799, Rs. 499, Rs. 999, Rs. 599, Rs. 649 and Rs. 699 — cover 55% of the catalogue, and twelve cover 82%. Bewakoof does not price products individually; it puts them on shelves. Which means the badge cannot be produced by cutting a price, because the price was decided first. It has to come from the number chosen above it, and the data shows exactly that: seventeen products in our pull cost exactly Rs. 799, their MRPs run from Rs. 899 to Rs. 2,499, and their badges run from 11% to 68%. Fifty-seven percentage points of spread across items that take the identical amount from your account. The Rs. 499 shelf does the same across eleven products, and five sneakers share Rs. 2,599 against MRPs from Rs. 5,699 to Rs. 7,199. The ratings do not help either: all 100 fall between 4.4 and 4.9, so we ranked on counts instead. Prices read July 28, 2026. more
We read 207 kurta sets, sarees, lehengas and men's kurtas from AJIO's own search API on July 28, and on these racks the discount badge cannot help you. The mean discount was 74.4% on women's kurta sets, 73.8% on sarees, 67.2% on ethnic dresses, 66.0% on men's kurtas and 63.7% on lehengas — so almost every listing sits within a few points of every other, and sorting by discount is close to sorting at random. What does separate them is how many garments arrive in the parcel. A three-piece SVARAA set at Rs. 499 works out at Rs. 166 a garment. A two-piece Nyrika set at Rs. 450, carrying a bigger badge of 90% against 89%, works out at Rs. 225. Across our nine kurta sets the per-garment prices form a clean ladder from Rs. 119 to Rs. 230 while the badges beside them jump between 65% and 90% in no order at all. The same logic runs through sarees, where a blouse piece is worth more than 26 badge points, and lehengas, where a missing dupatta costs Rs. 500 to Rs. 1,500 to replace. more
We read 227 sale products across five Marks & Spencer India sale categories on July 28, and 186 of them are at exactly 60% off. Another five sit at 59% or 61% purely because their round rupee prices round a point either way. So the badge cannot rank anything, and the useful question becomes what escaped the wall — because 36 products did, and when you read what they are the pattern is immediate. The 30% and 20% shelves are almost entirely newborn multipacks and structured or extended-size lingerie: three-packs of bodysuits, sleepsuits and rompers sized from six and a half pounds, wired bras across A-E, and F-H and F-J cup ranges. These are things bought because a baby exists or because a size is hard to find anywhere else, and they do not need a discount to sell. One comparison makes it concrete: a cotton tee for a four-year-old is Rs. 400 at 60% off, and a smaller one for a newborn is Rs. 559 at 30%. more
We pulled Libas's own product feed on July 28, 2026 — 64 in-stock rows with images, every one of them discounted — and shortlisted 45 candidates, of which twenty carry an identical stated MRP of Rs. 3,299. Those twenty sell anywhere from Rs. 679 to Rs. 1,399, a 2.06x spread behind a single reference number, and they include straight kurta sets, an anarkali and several fabrics. At that point the MRP has stopped describing any individual garment and become a merchandising shelf, which has a concrete consequence: two Libas products at an identical Rs. 1,399 carry badges of 65% and 58% purely because they were filed on tiers Rs. 700 apart. The categories with credible reference prices show the smallest discounts — a Rs. 999 kurti at 50%, Rs. 1,499 trousers at 46%, a Rs. 1,499 night suit at 20%. We picked 21 garments across every tier and read the fabric words, which are what actually differ. more
We read AJIO's own search API on July 28, 2026 across men's t-shirts, jeans and fragrance and collected 127 in-stock discounted listings — and the badges split by category in a way that is hard to unsee. T-shirts averaged 70.3% off across 43 listings and jeans 68.7% across 40, while fragrance averaged 43.9% across 44. That is a twenty-six-point gap between two aisles of the same shop on the same day. What separates them, in our reading, is whether a customer can check the price. A bottle of Wild Stone or Lattafa is an identical branded product sold by many sellers and verifiable in thirty seconds; a t-shirt from a label that exists only on marketplace listing pages is comparable to nothing, so its MRP is untestable. The picks run from a Rs. 100 t-shirt at 75% off to a Rs. 4,125 imported fragrance at 25%, and include a Max tee at 13% — the smallest badge here, from the retailer whose prices are already low. more
We read Nykaa Fashion's own menswear category API on July 28, 2026 and collected 75 in-stock discounted listings, averaging 46.5% off across a range from 11% to 68% — and grouping them by brand rather than by category is where the structure appears. The Indian Garage Co's four listings are all at exactly 65% off; Broadstar's four are all at exactly 60%. Against those, U.S. Polo Assn.'s eleven listings run 11, 12, 33, 33, 33, 34, 35, 35, 36, 38 and 38 percent, Jack and Jones's nine run from 25% to 60%, and Louis Philippe's four from 21% to 34%. Emerging labels set a single house discount rate for everything they sell. Established brands price product by product, and what moves the number inside a brand is category and cycle — apparel clears, footwear does not, and innerwear barely moves at all. Two global sportswear brands on the same shelf show 15% and 42%. more
