We read 181 in-stock AJIO men's footwear listings from the retailer's own search responses on July 30, 2026, then grouped them by brand rather than by discount. The badge sorted itself into a ladder. Median discount by label: NIKE 7% across four listings, two of them at exactly zero; Decathlon 19%; Woodland 20%; Bata 31%; New Balance 50% across four listings that ran 50%, 50%, 50% and 53%; Mochi 51% on all four of its listings; ASICS 52%; adidas 57% across eleven listings using nine distinct rates. And then RED TAPE, which contributed 23 listings — more than any other brand — with not one below 80% off. Its stated MRPs run Rs. 7,699 to Rs. 12,099, the highest figure in the entire read, while its checkout prices run Rs. 1,540 to Rs. 2,420. The sharpest pair needs no interpretation: a Bata penny loafer at Rs. 549 with no badge sits twelve rupees below a slip-on badged 85% off. AJIO returned no ratings, so this page shows no rating pills.

We read 233 in-stock Tata CLiQ listings across watches, sunglasses, wallets and fragrance from the marketplace's own search responses on July 30, 2026, then sorted them by whether their star rating had a review count behind it. Forty-three listings returned both a rating and a count: median discount 20%. One hundred and four displayed a rating with no count at all: median discount 40%. Forty of those show a flawless 5.0 with nobody behind it. The brands sort the same way — Casio appeared eleven times and every listing was at exactly zero per cent off, Titan's median was zero, Ray-Ban's and Seiko's ten per cent, against Timex at 60% across 37 listings and a French Connection smartwatch at 85% off a stated Rs. 12,995. Nine Timex iConnect watches share one price of Rs. 1,995, one stated MRP of Rs. 5,495 and one 64% badge, while displaying ratings from 1.0 to 5.0 with no counts. Five of our 21 picks carry a rating pill; each states its count.

We read 214 in-stock AJIO women's ethnic listings from the retailer's own search responses on July 30, 2026 — every one of them discounted, not a single listing at zero — and grouped them by label rather than by percentage. Two pricing conventions sit on the same shelf. AVAASA MIX N' MATCH, Reliance's own ethnic brand, gave 28 kurta and palazzo listings at exactly 49% off, one rate with no variation, which means its price differences actually describe the garments. Against that, Nyrika's 38 listings ran 70% to 93%, SVARAA's 34 ran 55% to 88%, and Popmantra sat at 84%. The deepest badge in the read, 93%, is on a saree selling at Rs. 280 against a stated Rs. 3,999 and described as Banarasi silk — at Rs. 43 a metre that fabric is a power-loom synthetic, and we say so. At the other end, a LIMEROAD palazzo is 13% off and two MAX palazzos 17%. Exactly one listing in 214 falls between 17% and 49%.

We read 293 in-stock Nykaa Fashion apparel listings from the retailer's own category data on July 30, 2026 and grouped them by label rather than by discount. Three pricing systems share one shelf. The designers never discount: Payal Singhal's 13 listings were all at zero, MALIKA GUPTA's 10 all at zero, JAYATI GOENKA's 21 all at zero, across prices from Rs. 6,360 to Rs. 53,000. Two contemporary labels use a single flat rate each — Soup by Sougat Paul, 24 listings at exactly 15%, and Nikasha, 23 listings at exactly 20%, with no variation in either. Then the mid-market men's brands, whose stated MRPs you can check in their own stores: U.S. Polo at a median 33%, The Indian Garage Co at 58%, Jack & Jones at 60%. And finally the marketplace sellers, running to 84% — a chiffon saree at Rs. 1,480 against a stated Rs. 8,999, and three PIMU dresses at exactly Rs. 1,000 carrying badges of 75% and 68%.

We read AJIO's own search API on July 29, 2026 and collected 157 in-stock discounted listings — 78 kidswear and 79 home furnishing — deliberately pulling two unrelated aisles at once so the numbers could be held against each other. The kidswear median discount is 70% and the home furnishing median is 40%: thirty-nine of the 78 kids listings are at 70% off or more, against only eight of the 79 home listings. The badges trace back to the MRP field rather than to any price movement. Rs. 1,999 is the most common reference price in the sample, appearing on nineteen listings that sell anywhere from Rs. 320 to Rs. 1,299, and one seller puts that identical Rs. 1,999 on all twelve of its kids' sets. At the other end, eighteen home listings sit at exactly 10% off — fifteen of them from a single seller, at prices from Rs. 631 to Rs. 8,037 — which is a pricing policy rather than a sale. Twenty-one picks, read by price rather than by badge.

We read Nykaa Fashion's own category API on July 29, 2026 across womenswear and menswear and collected 223 in-stock discounted listings. The striking thing is not how deep the discounts go but how they are constructed: 201 of the 223 prices are exactly the stated MRP minus the stated percentage, to the rupee, and only 38 land on a round hundred. That is why this shelf asks you for Rs. 1,377 and Rs. 1,056 and Rs. 828 rather than the Rs. 1,399 and Rs. 999 that Indian retail normally uses. The rates themselves belong to brands rather than to products. All eight of The Indian Garage Co's listings sit at exactly 65%; all six BROADSTAR trousers at exactly 60% with one identical price of Rs. 1,200; eight Jack & Jones apparel listings at exactly 60% while its footwear sits at 25% and 35%; seven of nine Outzidr listings at exactly 5%. Nykaa Fashion's own label stays inside a six-point band. Twenty-one picks, read by price.

We read AJIO's own search API on July 29, 2026 across beauty, makeup, skincare and fragrance and collected 280 in-stock discounted listings. Split by category, the shelf divides cleanly: makeup runs at a median 40% off and skincare at 20%, with fragrance at 39% and general beauty at 25%. The reason is not generosity. A lipstick line carries shades that will never sell evenly, so colour cosmetics are always being cleared; a serum is a repeat purchase sold on a stated concentration, so it does not need a percentage. The rate then attaches to the brand rather than to the product. All eight Ahmed Al Maghribi fragrances sit at exactly 25%; all seven Minimalist listings at 5% or 10%; LAKME's thirty-six run at a median 56.5% while L'Oreal's six run at 30%, and those two brands share a parent company. One compact here is cheaper at 25% off than a rival at 65%. Twenty-one picks, read by label.

We read Tata CLiQ's own search service on July 29, 2026 and collected 135 in-stock discounted watch listings. Split by what is actually being sold, the shelf falls into two halves that behave nothing like each other. Smartwatches carry the deep badges: 85% and 81% on fashion-brand models, a median 57% across sixty-eight Timex listings that are almost all iConnect smartwatches, and a Fastrack ladder running from 59% down to 21%. The mechanical and analog shelf barely moves — all seven Seiko listings sit at exactly 10% off, all six Guess listings at exactly 30%, all three Earnshaw at exactly 50% and six Fastrack analog watches at exactly 30%. The ratings cannot help either: seventy-nine of the 135 listings carry a score, and within our picks the counts run from one to ten, with four Timex smartwatches at similar prices rated 1.0, 2.3, 1.0 and 5.0 on a combined sample of seven people. Twenty-one picks, read by specification.

We read Marks & Spencer India's own menswear category grid on July 29, 2026 and collected 67 in-stock discounted listings. Fifty-nine of them are at exactly 60% off; three more read 61%, which is rounding on prices like Rs. 1,299 against Rs. 3,299; four sit at 20% and one at 30%. On a shelf that uniform the percentage cannot rank anything — it tells you only whether a garment is in the markdown, which turns out to be the largest price variable on the page: a pure cotton short-sleeve shirt in the sale is Rs. 1,320 and one outside it is Rs. 2,799. What separates the rest is a single word in each title. Pure cotton means 100% cotton; cotton rich means a blend; Supima is a specific trademarked long-staple fibre; viscose is regenerated cellulose that weakens when wet; modal is a stronger viscose; bouclé is a yarn texture rather than a fibre at all. And a third of the shelf — twenty-two listings — names no fibre whatsoever.

We read AJIO's own search API on July 29, 2026 across luggage, backpacks, handbags and watches and collected 313 in-stock discounted listings, deliberately pulling four related categories at once so the numbers could be held against each other. Luggage runs at a median 72% off, watches at 64%, backpacks at 60% and handbags at 59% — but the watch category alone spans 0% to 86%. The deepest badges in the read are 86% on a trolley bag and 86% on a digital watch from a label with no shops; the shallowest are three Titan listings at 1% off, a discount of twenty-nine rupees, and a Guess at 0%, a discount of fourteen. The split falls along one line: Titan sells through more than a thousand company showrooms with an MRP printed on the box, Fastrack runs at a median 32%, Puma at 50%, and a marketplace-first luggage label at 78% across thirty-one listings. Twenty-one picks, read by price and specification.

We read Tata CLiQ's own search backend on July 29, 2026 across luggage, backpacks, handbags, wallets and travel bags, and collected 143 in-stock discounted listings. Fifty-two of them carried no customer rating at all. Among the 91 that did, the median review count was three and the largest in the entire aisle was twenty-three — on a Rs. 665 wallet. The deepest discount in the read, 84% off a hard trolley, has one review; a Rs. 20,430 suitcase has none. With no crowd to read and reference prices nobody can check, what remains is brand behaviour, which is legible: Nasher Miles at a median 81% across eight listings, Aristocrat at 67%, American Tourister at 65%, Skybags at 61%, Mokobara at 52% and never above 56%, Uppercase at 25%, and all four Hidesign listings at exactly 50%. Twenty-one picks ranked on price, material and what the listing actually states — including a three-case set that works out at Rs. 2,310 a bag.

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.

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.

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.

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.