We read 86 Crocs India listings on August 12, 2026 from the retailer's own catalogue across three category paths, and seated 24. The catalogue looks wide and prices narrow: 86 shoes resolve to eleven stated MRPs, four discount rates and twenty distinct selling prices. Nine Bayaband clogs share an identical Rs. 3,597, five Crush clogs share Rs. 3,897 and five Baya clogs share Rs. 3,497. Forty-nine of the 86 rows are the Baya silhouette in one form or another, so what presents as choice is largely colour. Fifty-three listings sit at exactly 30 per cent off, twenty-eight at 40, four at 35 and one at 25. The children's sizing runs as a clean ladder - the same Baya clog costs Rs. 2,097 in toddler, Rs. 2,447 in kids and Rs. 3,497 in adult. Only six listings carry a rating at all and the largest sample is eleven votes, so no pick here carries a rating pill. Twenty-four picks, Rs. 1,537 to Rs. 5,697.

We read 183 Amazon car and bike accessory listings on August 12, 2026 from amazon.in's own search results across eight queries, and seated 23. Thirteen of the rows claim 99 per cent off, and in every one of the thirteen the struck-through MRP is exactly one hundred times the selling price - Rs. 489 from Rs. 48,900, Rs. 3,264 from Rs. 3,26,400, Rs. 229 from Rs. 22,900. We opened six of those product pages and the hundredfold figure is printed there too, so it is the seller's own entry rather than a fault in our reading. None of the thirteen is seated here. A second defect sits in the air-freshener aisle, where struck prices carry fractional paise - Rs. 1,066.67, Rs. 373.75 - which is a computed per-unit figure rather than a stated MRP, and those rows are excluded too. What remains is 170 rows at a median 55 per cent, nine of them discounting by 10 per cent or less. Twenty-three picks, Rs. 183 to Rs. 3,034.

We read 142 Amazon gaming peripheral and streaming listings on August 12, 2026 from amazon.in's own search results across eight queries, and seated 24. On this wall the discount shrinks as the evidence grows, and it does so without exception at the group level: the nine rows carrying ten thousand ratings or more have a median badge of 33 per cent, the 54 rows between one and ten thousand have 55, and the 75 rows below a thousand have 58, against a wall median of 56. Logitech is the extreme case - seven listings holding 141,566 ratings between them at a median 18 per cent off, more than a third of every vote on the wall attached to its shallowest badges. Ant Esports is the other pole, with ten listings at a median 80 per cent holding 19,753 ratings between all of them. The pattern is a gradient rather than a law, and chapter two seats its exceptions. Twenty-four picks, Rs. 85 to Rs. 20,495.

We read 61 Amazon ceiling fan, pedestal fan, table fan and air cooler listings on August 10, 2026 from the retailer's own search results and seated 22. This is one of the few shelves where a very large crowd has voted, and the verdict is that the cheap machines work. Six listings carry more than 5,000 ratings each - an Amazon Basics pedestal fan with 41,637, an Orient 1200mm ceiling fan with 34,942, a Havells ceiling fan with 21,921 and a Bajaj cooler with 18,145 among them - and they score between 3.5 and 4.1 at prices from Rs. 1,199 to Rs. 5,500. The most expensive ceiling fan in the read costs Rs. 9,099 and carries 135 ratings at 3.7. The two lowest-rated listings on the page, both at 1.5, are a Rs. 10,499 bladeless tower fan and a Rs. 599 device sold as a mini AC. Three coolers priced within sixteen rupees of each other are badged 27, 44 and 50 per cent. Twenty-two picks, Rs. 549 to Rs. 11,491.

We read 40 Croma camera listings on August 11, 2026 from the retailer's own listing data and seated 19. One counter, three separate economies. The interchangeable-lens bodies above Rs. 30,000 discount between 1 and 19 per cent - a Sony Alpha 6700L at Rs. 145,490 is marked down exactly Rs. 2,000, the narrowest badge in our whole read - because current-generation body pricing is set upstream rather than by the retailer. The action cameras run from 14 to 51 per cent entirely according to model year, with last year's DJI flagship at half price and this year's GoPro holding a quarter off. And eighteen of the forty rows are a single Fujifilm Instax family sitting inside a nine-point band between 18 and 27 per cent, because one company owns both the camera and the film. Only twelve of the forty rows carry any rating at all. Nineteen picks, Rs. 1,824 to Rs. 174,074.

We read 111 AJIO sweatshirt and hoodie listings on August 10, 2026 from the retailer's own search API across three queries, and seated 22. The finding is that a handful of round numbers carry the whole shelf: 111 listings share only 33 stated MRPs, and the claim moves in far bigger steps than the price does. Fifteen listings claim exactly Rs. 2,499 and sell for anything from Rs. 325 to Rs. 1,499 - a 4.6-fold spread behind one number, with badges from 40 to 87 per cent. Thirteen claim Rs. 1,999 and sell from Rs. 360 to Rs. 880. Beneath them the prices repeat too: nine DNMX listings sit at exactly Rs. 254 across eight different prints, six NEONOMAD listings at exactly Rs. 320 where a hood costs nothing, and seven hoodies from three unrelated labels at exactly Rs. 625. The most convincing number in the read is a stated Rs. 725 on a Technosport sweatshirt, because it is the only claim that does not end in 99. AJIO publishes no ratings at all. Twenty-two picks, Rs. 225 to Rs. 4,000.

We read 139 Nykaa Fashion luggage and travel bag listings on August 10, 2026 from the retailer's own category API and seated 23. The finding is that on this shelf the badge runs opposite to the price. The 35 listings badged 65 per cent or more have a median selling price of Rs. 4,180 against a median stated MRP of Rs. 16,495; the 23 badged 35 per cent or less sell for a median Rs. 9,100 - more than twice as much - against a lower median claim of Rs. 12,999. The cheapest cases carry the largest numbers: an Aristocrat three-case set sells at Rs. 6,694 against a stated Rs. 33,470, the biggest claim in the read, while Mokobara's check-in case takes 14 per cent off Rs. 13,999, the smallest. Buying a set rather than a single case is the one real lever here, cutting Aristocrat's per-case price to Rs. 2,231 and Kenneth Cole's to Rs. 3,666. Benetton runs exactly two badges across fourteen listings. Twenty-three picks, Rs. 949 to Rs. 20,000.

We read 113 Myntra jewellery listings on August 11, 2026 from the retailer's own listing data across five listing pages and seated 22. The discount here is not measuring generosity, it is measuring the material. All twenty-four hallmarked 9KT rows in the read sat in a 14 to 16 per cent band and were priced by stated gram weight, from Rs. 14,623 to Rs. 21,943 - and the lightest pair at 1.06g costs more than the heaviest at 1.7g, because the diamonds rather than the metal are doing the pricing. The one 925 sterling silver listing sat at 24 per cent. Everything plated ran from 44 to 89 per cent, because plated brass has no published metal rate underneath it and a stated MRP of Rs. 2,099 for thread work is a number the seller chose. Watch the badge narrow to the sixties the moment an MRP becomes credible. Only sixteen of the 113 rows carry a hundred or more ratings, and the largest crowd - 4,861 votes - sits on a Rs. 185 pair of rakhis. Twenty-two picks.

We read 129 Nykaa Fashion ethnic listings on August 11, 2026 from the retailer's own listing data and seated 20. Fifteen of those sarees sell at exactly Rs. 1,260 - and they carry two different stated MRPs. Twelve claim Rs. 2,999 and are badged 58 per cent off; three claim Rs. 6,999 and are badged 82. The price you pay is identical and the twenty-four point gap between them comes entirely from which figure the seller typed into the MRP field. A further nine sarees sit at exactly Rs. 1,380, all against Rs. 2,999, all badged 54 per cent, across two different sellers. At the other end, a plain unembellished tissue saree claims Rs. 7,999 and carries the same 82 per cent badge as an embroidered chiffon one. The labels that price near their own list - Suta at 5 per cent, Koskii and Sutra Attire at 15 - are the most expensive sarees here and carry the smallest badges. No listing in the read has a rating. Twenty picks, Rs. 719 to Rs. 3,780.

We read 122 Myntra eyewear listings on August 11, 2026 from the retailer's own listing data across five listing pages and seated 20. This is one wall running two aisles with completely different evidence behind them. The sunglasses aisle gave us 75 rows at a median price of Rs. 499, of which 54 carry ratings, 27 clear a hundred votes and one listing has 9,283. The prescription frames aisle gave us 47 rows at a median Rs. 1,416 - almost three times the price - of which 13 carry ratings and exactly one clears a hundred votes, the best-evidenced frame on the wall having 151. One brand filed nineteen frame listings, twelve at an identical Rs. 1,416, and not one of them has been rated. Eight listings in the whole read carry no discount and seven of those are cases rather than eyewear. Twenty picks, Rs. 299 to Rs. 1,999.

We read 139 Tata CLiQ jewellery listings on August 11, 2026 from the retailer's own listing data across three searches, and seated 25. On this wall the discount is set by the metal, not by a sale. Thirty rows contain karat gold or platinum and twenty-nine of them are badged between 2 and 15 per cent off, because gold is sold by weight against a live commodity rate no retailer controls. Sterling silver runs from 7 per cent to 80. Plated alloy and fashion pieces reach 86. The one gold row badged above 15 per cent is a 9K lab-grown diamond stud at 34 per cent - the lowest gold content in the read, which is the exception confirming the rule. A nine per cent badge on a Rs. 3.1 lakh necklace saves Rs. 31,058; an 86 per cent badge on a Rs. 267 stud saves Rs. 1,682. Thirteen listings from one jeweller carry exactly ten per cent off, from Rs. 10,530 to Rs. 3,89,163. Only 54 of 139 rows carry a rating and the largest sample is 82 votes. Twenty-five picks.

We read 166 AJIO nightwear, pyjama and loungewear listings on August 11, 2026 from the retailer's own listing data across three searches, and seated 24. The garments on this wall all cost about the same; only the claim about what they used to cost varies. A hundred and twenty-nine of the 166 rows - 78 per cent - sell between Rs. 300 and Rs. 800, at a median of Rs. 496. The stated MRPs those prices are discounted from run from Rs. 249 to Rs. 6,560, a spread of twenty-six times, and the highest of those claims is nearly three times the dearest price anyone in the category actually charges. Three printed nightwear sets here sell at Rs. 390, Rs. 454 and Rs. 496 and carry badges of 87, 92 and 29 per cent. Against that, one brand filed 32 of the 166 rows all badged at exactly 29 per cent, on a ladder of believable MRPs. Not one of the 166 listings carries a rating. Twenty-four picks, Rs. 150 to Rs. 2,229.

We read 59 Crocs listings on August 10, 2026 from the brand's own India store API across four category paths - women, men, slides and sneakers - and seated 23. Every listing on this shelf is discounted, and every one of them falls into exactly one of four percentages: 30 per cent on 24 listings, 40 per cent on 24, 35 per cent on seven and 45 per cent on four. Which band a shoe sits in is decided by its colourway rather than its model. The InMotion Pacer sneaker sells at Rs. 4,797 in White, Navy/White and Purple Moon, and at Rs. 5,597 in White/Moonlight and Black/Atmosphere - an Rs. 800 gap against one stated MRP of Rs. 7,995. The Echo Surge is Rs. 5,697 in Black and Rs. 6,647 in Khaki, a Rs. 950 gap. The Bayaband slide splits Rs. 350, the Mellow Recovery Rs. 600 and the Baya II Rs. 150. Meanwhile, inside a band, real construction is free: a platform sole and a glitter finish both cost exactly nothing. Twenty-three picks, Rs. 1,017 to Rs. 6,647.

We read 63 Croma kitchen listings on August 10, 2026 from the retailer's own product API - 21 mixer grinders, 21 induction cooktops and 21 air fryers - and seated 21. Two findings run through the page. First, the same product is listed twice: the Croma Infrared 2200W cooktop with three presets appears at Rs. 3,469 badged 31 per cent and again at Rs. 3,799 badged 24 per cent, both against an identical stated MRP of Rs. 5,000, so a shopper comparing percentages rather than prices pays Rs. 330 extra for the same hob. Second, wattage can be priced: Croma's own mixer ladder holds a flat Rs. 2.80 per watt, while a Philips 1000-watt four-jar machine at Rs. 14,995 works out at Rs. 14.99 against Croma's 1000-watt four-jar at Rs. 3,999. Ratings barely exist - nine listings carry twenty or more, twenty-nine carry one to five, nineteen carry none - and the deepest badge in the read, 63 per cent on a Havells air fryer, rests on a single rating of 1.0. Twenty-one picks, Rs. 1,399 to Rs. 54,690.

We read 38 Reliance Digital air conditioner, dishwasher, chimney and oven listings on August 11, 2026 from the retailer's own listing data, and seated 22. Every one of these categories publishes a hard capacity number - tons, place settings, centimetres, litres - and in every one of them the capacity turns out to be the cheap part. A 1 Ton 5 star air conditioner costs Rs. 38,490 while a 1.5 Ton 3 star costs Rs. 28,990: fifty per cent more cooling for Rs. 9,500 less, because you are paying for the star rating rather than the tonnage. Three dishwashers of identical 14 place-setting capacity span Rs. 26,290 to Rs. 58,087, a factor of 2.2. Three chimneys from one brand step cleanly from 60 to 90 cm at about Rs. 140 per centimetre, and a rival 90 cm costs Rs. 13,290 more than that brand's own. A 20 litre solo microwave is Rs. 4,988 and a 28 litre convection is Rs. 24,490. Not one of the 38 listings carries a rating. Twenty-two picks, Rs. 4,988 to Rs. 58,087.