We read 66 Crocs India listings on August 9, 2026 from the brand's own catalogue across two category paths, and seated 20 sandals. The whole shelf runs on four stated MRPs and three badge values. Twelve of the twenty listings claim exactly Rs. 2,995 - and those twelve sell at Rs. 1,797, Rs. 1,947 and Rs. 2,097, showing 40, 35 and 30 per cent off the identical number. Seven sandals sit at exactly Rs. 1,797, which is more than a third of everything we seated. Nothing in the listings explains why one Baya in white is Rs. 1,947 and another Baya in white is Rs. 2,097. Some steps here are real and we price them: a metallic or printed finish costs Rs. 300 over a plain colourway, a heel strap costs Rs. 350 over a slide, and a platform sole costs Rs. 500. Three of the twenty are children's or toddler sizes and all three cost Rs. 2,097 - the same as the adult listings. Crocs publishes no ratings, so no rating pill appears here. Twenty picks, Rs. 1,797 to Rs. 2,597.

We read 38 Crocs India listings on August 9, 2026 from the brand's own catalogue and seated 20 children's pairs. One comparison runs the page. Three Classic toddler clogs claim exactly Rs. 2,195: Varsity Red and the Dreamscape print sell at Rs. 1,317 at 40 per cent off, while Lavender sells at Rs. 1,537 at 30. Same mould, same size range, same claim, Rs. 220 apart - and the colour is the only thing that differs. Elsewhere on the same shelf colour turns out to be completely free: two Bayaband sandals share one price of Rs. 1,797, five clogs across three moulds share Rs. 2,097, and eight toddler clogs spanning four different moulds all sell at exactly Rs. 2,397 off a stated Rs. 3,995. That last group is 40 per cent of the page on one number, and it includes the thickest sole Crocs makes in children's sizes at the same price as the thinnest. Crocs publishes no ratings, so no rating pill appears here. Twenty picks, Rs. 1,017 to Rs. 2,447.

We read 44 Reliance Digital television listings on August 9, 2026 from the retailer's own product pages and grouped them by screen size before touching the discount column. Twelve of them are 55-inch sets, and they run from Rs. 27,990 to Rs. 1,72,990 - a 6.2x range at one diagonal - with badges that fall almost monotonically as the price rises, from 65 per cent at the bottom to 17 at the top. Three Samsung 55-inch OLED listings differ mainly in finish and sit Rs. 60,000 apart. Two LG 55-inch sets on the same shelf are Rs. 97,500 apart. Lower down, two 43-inch televisions sell at exactly Rs. 16,490 while showing 60 per cent and 38, because one seller claimed Rs. 41,499 and the other Rs. 26,730. Six 32-inch sets sit within Rs. 1,990 of each other, and a Sony of the same size costs Rs. 29,990 - more than a 55-inch 4K panel at the top of this page. Not one of the 44 listings publishes a customer rating. Twenty-two picks, from Rs. 8,000 to Rs. 5,19,990.

We read 47 Amazon India kitchen listings on August 9, 2026 from Amazon's own search results across three queries - mixer grinder, air fryer and electric kettle - and seated 19 of them. One number reorganised the whole page: the cheapest listing in the read, a Rs. 474 Pigeon Amaze Plus kettle, carries 178,425 ratings, while the other eighteen picks carry 133,070 between them. The evidence on this shelf is not spread out, it is piled on the least expensive thing. The badges point somewhere else entirely. An Amazon Basics kettle claims Rs. 2,699 for the same 1.5 litres that Pigeon claims Rs. 1,245 for, and takes a 70 per cent badge for it while rating 3.7 against 4.0. A Havells air fryer states Rs. 17,895 and sells at Rs. 6,649, the largest claim on the page by nearly eight thousand rupees. Philips states Rs. 5,995, sells at Rs. 4,634 and shows 23 per cent - the smallest badge in the read. Nineteen picks, from Rs. 474 to Rs. 6,649.

We read 84 Croma listings on August 9, 2026 from Croma's own catalogue across two queries - refrigerator and washing machine - and seated 19. The first thing to say about this shelf is that there is almost nothing on it in the way of customer evidence. The largest rating sample among the nineteen is 21 votes. Seven listings carry no rating at all. Four carry a perfect 5.0, and each of those four rests on exactly one rating, as does the single 1.0 on a Whirlpool. Nothing here clears our hundred-rating threshold, so no rating pill appears on this page at all. What is left is specification, and this shelf prices it unusually legibly: one BEE energy star on a 190-litre Haier costs Rs. 1,000, an inverter motor on a 7 kg LG costs Rs. 200 over the IFB beside it, a kilo of drum capacity costs Rs. 2,000, and front loading costs about Rs. 2,500 over top loading. The badges tell you less: Bosch and Electrolux both state Rs. 65,990 and sell Rs. 8,000 apart. Nineteen picks, Rs. 8,090 to Rs. 53,990.

We read 24 Reliance Digital listings on August 9, 2026 from Reliance Digital's own catalogue across two queries - air conditioner and microwave oven - and seated 18. One pair of listings explains the page. Morphy Richards has a 20-litre solo microwave here in white at Rs. 4,988 against a stated Rs. 13,595, and a 20-litre solo in black at Rs. 6,490 against a stated Rs. 12,599. Nothing either listing states separates them but the finish, and the badges read 63 and 48 per cent. The same arithmetic runs through the air conditioning aisle: three 1 ton 3 star inverter splits sell within Rs. 1,100 of each other - Rs. 23,890, Rs. 24,590 and Rs. 24,990 - against claims of Rs. 42,000, Rs. 37,790 and Rs. 48,991. What the specifications say is more useful. A grill element costs Rs. 200 over the largest solo oven here, convection costs Rs. 4,900 over the grill, and one brand's 80-litre built-in costs Rs. 1,041 more than its own 22-litre. Eighteen picks, Rs. 4,988 to Rs. 28,990.

We read 81 Vijay Sales listings on August 9, 2026 from the retailer's own category pages and seated 22 refrigerators and washing machines. The discount column sorts almost perfectly by brand. Voltas Beko's four listings show 31, 47, 51 and 53 per cent - three of the four deepest badges on the page - while its prices sit in the middle of the shelf, from Rs. 10,990 to Rs. 13,990. At the other end, LG posts the read's smallest badge at 16 per cent and Whirlpool the second smallest at 17. That is brand pricing policy, not value: Voltas Beko is a comparatively recent entrant to Indian white goods and is buying share. Where two comparable machines meet, only the claim moves. Two 7 kg semi-automatics sell Rs. 90 apart and show 21 and 31 per cent. Two 8.5 kg semi-automatics from LG and Godrej sell at exactly Rs. 16,490 and show 33 and 21. An IFB and an LG both sell at exactly Rs. 19,990 and show 21 and 31. Twenty-two picks, Rs. 9,200 to Rs. 20,490.

We read 64 Myntra men's jeans and trousers listings on August 9, 2026 from Myntra's own listing JSON, and the checkout column turned out to be far more repetitive than the discount column. Six listings sell at exactly Rs. 639 and five at exactly Rs. 539; across the whole read there are 47 distinct sale prices but only 26 distinct stated MRPs. The prices themselves span Rs. 411 to Rs. 1,349, a factor of 3.3, while the list prices printed behind them span Rs. 899 to Rs. 3,738, a factor of 4.2 - so the badge, which is simply the gap between the two, is describing the number the seller typed rather than the trouser. Two pairs at an identical Rs. 639 carry badges of 60 and 77 per cent. Two pairs eight rupees apart carry 45 and 73. The evidence is just as lopsided: one Roadster trouser holds 207,489 ratings, sixteen listings hold none, and one jean's 3.4 average rests on eight people. Twenty-three picks, from Rs. 411 to Rs. 1,349.

We read 117 AJIO men's formalwear listings on August 9, 2026 from AJIO's own product API - formal shirts, trousers and blazers - and grouped them by brand before looking at a single discount. The badge turns out to be a property of the label, and it runs backwards to the price ladder. Buda Jeans Co's nine listings sit between Rs. 306 and Rs. 533 with badges of 67 to 83 per cent. Arrow's twenty run from Rs. 805 to Rs. 8,799 and never exceed 65. Peter England's nine never exceed 43, while its corporate stablemate John Players reaches 80 twice in the same pull. Charles Tyrwhitt's two blazers, the dearest rows in the read, are both exactly 25 per cent off. The smallest badge of all - 29 per cent - belongs to a Rs. 638 NETPLAY trouser that undercuts every brand-house trouser on the shelf, which is precisely the listing a shopper sorting by discount never sees. AJIO publishes no ratings on any of these rows. Twenty-four picks, Rs. 304 to Rs. 27,656.

We read 33 Nykaa listings on August 9, 2026 from Nykaa's own catalogue across two queries and seated 18. The first thing worth saying is what is missing. Every badge on this page sits between 5 and 40 per cent, with a median of 20 - on a shelf where the smallest discount is three rupees off a Rs. 69 lip liner. A saree shelf this series read the same week ran from 65 to 81 per cent off. Cosmetics in India carry a printed maximum retail price on the pack, which leaves far less room for the invented claims that fill a marketplace, and a small badge here is not a worse deal but a more honest one. The second thing is the evidence. This is the best-documented shelf we have read: a Nykaa lipstick carries 4,283,115 ratings and a Maybelline 4,119,059, though both counts are pooled across every shade of the listing and we say so on the cards. Against those, two listings here carry 130 ratings and 10 - and the 10-rating one holds the page's highest score. Eighteen picks, Rs. 66 to Rs. 1,520.

We read 99 Myntra bag, backpack and wallet listings on August 9, 2026 from Myntra's own listing data, and the first thing the read produced was a category of listing the discount column cannot describe: fifteen rows with no discount at all, where the price and the stated MRP are identical. They include two Marks & Spencer bags at Rs. 3,999 and Rs. 4,499, a Nike tote at Rs. 1,995, a MANGO card holder and six Mochi wallets. On the same wall, six listings are discounted 78 per cent or more, topping out at 87 per cent on a Rs. 593 wallet claiming a Rs. 4,500 list price. Mochi sells the same wallet set twice in this pull - Rs. 1,690 with no discount and Rs. 1,014 at 40 per cent off - a gap of Rs. 676 for the same product on the same day. The evidence is just as lopsided as the pricing: the backpack aisle carries 31,980 ratings on one listing and four samples above 7,000, while the largest rating sample on any wallet here is fifteen votes. Twenty-four picks, from Rs. 287 to Rs. 4,499.

We read 51 Croma laptop listings on August 9, 2026 from Croma's own product API - laptop, gaming laptop and macbook queries - and grouped them by manufacturer. Apple's twenty-two rows are almost a straight line: twenty-one of them are discounted exactly 7 per cent, from a Rs. 83,490 MacBook Neo to a Rs. 2,78,990 MacBook Pro, with the single exception being the dearest laptop on the shelf at Rs. 4,18,990 and 3 per cent. On the Windows side of the same shelf the badges run from 1 per cent to 62. The deepest claims a Rs. 1,84,990 list price for a Rs. 70,990 thin-and-light; the shallowest is Rs. 1,005 off a Rs. 1,61,990 OMEN. Two Asus TUF A15 rows in the same read show 45 per cent and 4. Apple charges Rs. 22,500 to add 8GB of memory and Rs. 33,500 to add 512GB of storage, while a Rs. 1,46,590 HP OMEN ships 24GB and a terabyte. Forty-nine of the 51 rows have no rating. Twenty-three picks, from Rs. 50,990 to Rs. 4,18,990.

We read 46 Amazon India monitor and desk-peripheral listings on August 9, 2026 from Amazon's own search results, and sorted them by screen size and price before touching the discount column. Fourteen 24-inch FHD monitors sit inside a Rs. 4,300 window - Rs. 5,999 to Rs. 10,299 - and their badges run from 29 per cent to 76. Two Samsung listings sell at exactly the same Rs. 6,799 and show 46 and 55 per cent, because one claims a Rs. 12,500 list price and the other Rs. 15,200. Two LG UltraGear gaming panels share a stated Rs. 20,000 and sell Rs. 1,801 apart. The deepest badge in the entire read, 78 per cent, belongs to a Rs. 1,115 wired keyboard set claiming Rs. 5,000. And the evidence is nowhere near the monitors: a Rs. 329 Zebronics keyboard combo carries 23,208 ratings, ten times the largest monitor sample on the page, while one 24-inch listing has no rating at all. Twenty-four picks, from Rs. 329 to Rs. 29,990.

We read 120 Myntra activewear listings on August 9, 2026 from Myntra's own listing data - men's sportswear, women's sportswear and men's active T-shirts - and counted the brands before reading a single discount. Fifty-three of the 120 are HRX, Myntra's own athleisure label, which means the wall is largely one company's catalogue with a few outsiders around the edges. HRX's badges run from 49 to 76 per cent and its prices from Rs. 299 to Rs. 1,119. In the women's aisle it prices tights at seventeen distinct points inside a Rs. 302 range against only four stated MRPs, so two nearly identical pairs twenty rupees apart carry badges of 70 and 68 per cent for no reason except which anchor they were assigned. The largest samples belong to brands with one or two listings - 13,356 votes on a Decathlon jacket, 12,064 on Pepe Jeans lounge pants - and Decathlon is the only seller whose MRP can be checked. Twenty-five picks, from Rs. 299 to Rs. 1,18,990.

We read 47 Croma audio listings on August 9, 2026 from Croma's own product API - true wireless earbuds, headphones and neckbands - and sorted them by what you actually pay. Eight of them cost exactly Rs. 1,799: a wired Sony earphone, Apple's wired EarPods, three OnePlus rows and three realme rows. Their discount badges are 10 per cent or 36 per cent and nothing in between, because Apple and OnePlus claim list prices around Rs. 2,000 while realme claims Rs. 2,799. Two more listings sit at exactly Rs. 899 with badges of 31 and 73. The retailer's own label prints the most modest claims on the shelf and also holds its lowest score, 2.8 from 17 votes. Croma lists the same Sony WI-C100 neckband twice, at Rs. 1,399 and Rs. 1,599, with separate rating pools of 27 and 60 votes. And the evidence runs out entirely at the top: the four dearest listings here carry ten ratings between them, while the largest sample anywhere in the read is 142. Twenty-five picks, from Rs. 349 to Rs. 37,990.