We read Myntra's saree shapewear shelf on 9 October 2026: 32 listings priced Rs. 448 to Rs. 899, a range of just Rs. 451, with badges running 0% to 77%. Sixteen of the 32 are TWIN BIRDS and every one is badged 0% — selling price equals stated MRP — while carrying the shelf's biggest review pools, up to 10,614 ratings at 4.5 stars. The other 16 badge a median 68%. And they cost the same: median Rs. 699 against Rs. 668. Three listings sell at an identical Rs. 699 badged 60%, 30% and 0%. Two listings eight rupees apart are badged 25% and 70%. We also show which big rating counts are pooled across colourways.

We read Flipkart's air freshener shelf on 9 October 2026, day two of Big Billion Days: 194 rows, 162 unique listings, Rs. 64 to Rs. 1,566, median Rs. 234, with badges from 0% to 91%. Split by brand, the shelf sorts cleanly. The 69 listings from Godrej Aer, Odonil, Airwick, Ambipur and Involve badge a median 30% at a median Rs. 249, with a median 1,421 ratings. The other 93 badge a median 54% at Rs. 215, with 234 ratings. Twenty-four points of badge buys thirty-four rupees. We also tested the tidier claim — that deep badges mean thin review pools — and it does not hold: 525 ratings against 484.

A masala box's price tells you almost nothing until you divide it by the number of compartments. We read Amazon's shelf on 9 October 2026: 90 rows, 75 unique listings, Rs. 89 to Rs. 1,661, median Rs. 399. Forty-one state a section, piece or tier count in their own title, and dividing by it puts a compartment anywhere from Rs. 15.9 to Rs. 499.5, a span of 31 times, median Rs. 66. Two listings at an identical Rs. 147 are badged 26% and 71%. And 16 of the 75 print an MRP that cannot be a list price — two exactly 100 times the selling price, fourteen below it — so we print no badge on the one we seated.

Big Billion Days opened to everyone on 9 October, so we read Flipkart's food processor shelf the same day: 169 listings, Rs. 63 to Rs. 29,959, median Rs. 478. 103 of them print a wattage. The eight that say 700 W all sell between Rs. 873 and Rs. 984. The seven that say 750 W start at Rs. 5,057 and reach Rs. 8,747. Fifty more stated watts, up to ten times the money — priced per watt the shelf runs Rs. 0.30 to Rs. 99.47. Along the way: one Bajaj FX11 listed four times at Rs. 6,530, Rs. 6,652, Rs. 6,749 and Rs. 7,566, three Preethi Zodiac tiles sharing a single 41,943-rating pool across prices Rs. 2,150 apart, and a Rs. 28,017 oil press the search box files under food processors.

AJIO's All Star Sale is live, dated 7 to 18 October at a stated 50% to 90% off. We read its table runner shelf on 9 October: 40 listings priced Rs. 298 to Rs. 1,319, median Rs. 463, badged 10% to 85%. Alina Decor appears seven times — every listing at Rs. 300, every stated MRP Rs. 999, every badge exactly 70%. Seven designs, one price dressed as a discount. Meanwhile the 10 Home Centre and Fabindia runners badge a median 35% while costing a median Rs. 630 against Rs. 447 for everyone else — so here the shallow badges are on the dearer goods. Rs. 999 is the stated MRP on 12 of the 40, and AJIO publishes no rating on any of them.

Nobody reads a marketplace's terms of use, so we read Tata CLiQ's first-party on 9 October 2026. The sharpest line is a deadline: "Missing products claims will not be accepted after 3 days from delivery date" — and that window covers a missing product, a missing accessory, a missing freebie and a partly delivered order. Also inside: a PAN card is required above Rs. 2,00,000 or the purchase is "automatically cancelled", couriers make "a maximum of three [3] attempts", the platform is "only a facilitating link ... will not be liable in any manner", and Mumbai courts have exclusive jurisdiction. Credit where due: a first-party dark-patterns declaration. Published terms only; nothing here is legal advice.

We read Myntra's home fragrance, diffuser and aroma oil pages on 9 October 2026: 105 unique listings, Rs. 189 to Rs. 5,289, median Rs. 480. Two numbers run the shelf. Thirty-six listings carry no discount at all — every Iris, Nyassa, Fabindia, essancia and Isak tile in the read sits at its own stated list price, in the middle of sale season. And only 28 of the 105 publish a rating of any kind, with a median of eleven raters and a ceiling of 85. Cross the two and the shelf splits: of the 30 listings badged 55% or deeper, exactly two have been rated by anybody. The deep badges and the customer evidence are in different halves of the aisle.

Snitch sells a lot of shirts to people buying a size on faith, so we read its refund policy first-party on 9 October 2026. Three clauses do the damage. "REFUND / BANK TRANSFER ARE ONLY APPLICABLE FOR PREPAID ORDERS ... Payments made with COD option will receive store credit" — pay the rider in cash and your refund is a gift card. "A reverse shipment fee of Rs 100 will be deducted at the time of refund per order", once however many items go back, so consolidate. And "Any items purchased during a BOGO Sale ... will not be eligible for any returns" — the whole order, not just the free half. Plus a 7-day window, six never-returnable categories, and two contact clauses that contradict each other. Published policy only; nothing here is legal advice.

We read Amazon's beard oil shelf on 9 October 2026: 142 rows, 105 unique listings, Rs. 139 to Rs. 1,297. Then we divided every selling price by its own stated MRP. Thirty-six came back at exactly 0.300 — Rs. 149 against Rs. 496, Rs. 214 against Rs. 713, Rs. 1,297 against Rs. 4,323 — so on more than a third of the shelf the list price is just the selling price divided by 0.3, and the 70% badge is a division rather than a markdown. Two listings state an MRP one hundred times the price (Rs. 165 against Rs. 16,500) and twelve print a figure lower than what they charge, because that field is carrying a per-unit rate. Per millilitre the shelf runs Rs. 0.56 to Rs. 43.23, median Rs. 8.47.

AJIO's All Star Sale is live, and its fashion jewellery shelf is the deepest-badged aisle on the site. We read 182 listings on 9 October: Rs. 117 to Rs. 3,510, median Rs. 333, and not one of them carrying a rating. Then we divided the stated MRP by the price. Twenty-one come out at exactly ten — Rs. 399 against Rs. 3,993, Rs. 239 against Rs. 2,390 — and every one of those 21 is badged 90%. Elsewhere, six NMII listings share one Rs. 3,299 list price across sets of 144, 48, 38 and 24 bangles (Rs. 2.52 to Rs. 15.12 each), and Rs. 999 is the stated MRP on 13 listings from six brands. AJIO's own YOUSTA label, meanwhile, badges 20% off Rs. 149.

Nobody reads a cancellation clause until they need one, so we read six Indian D2C brands' own policy pages on 9 October 2026. The windows are nothing alike. mCaffeine gives you "3 hours of placing the order" — by email or a phone line open 9:30 am to 6:30 pm, so an evening order has no usable window at all. Mamaearth is the only one with a CANCEL button, good until the status hits "Ready to Ship". Snitch and WOW tie it to dispatch. Minimalist and Dot & Key publish no customer cancellation window on either page. And WOW writes down the sting: "Discount vouchers ... shall be treated as used even if you cancel the order." Published policy only; nothing here is legal advice.

Croma's Festival of Dreams is its 2026 festive sale, live on croma.com on October 8 with a homepage promise of flat 35% off on select electronics and appliances and a midnight flash sale. The 35% is not sitewide: Croma's own sale page applies it to categories such as personal audio, small appliances, washing machines, ACs and TVs, without listing the products. So we checked the real prices instead. These 18 picks were all in stock and discounted on October 8, from the Rs. 3,799 Nothing Watch Pro 2 to the Rs. 89,999 Galaxy S26. Best value TV: Croma's own 50-inch 4K Google TV at Rs. 27,990, rated 4.8. Best headphones: Sony WH-1000XM5 at Rs. 22,990 with an extra Rs. 3,500 cart discount. Most appliances carry an extra bank offer on the listing, from Rs. 500 to Rs. 3,000.

boAt's Grand Festive Sale is live on boat-lifestyle.com: on October 8, 2026 the homepage redirected straight to the sale page, with an extra 5% off on prepaid orders through a code, and product-specific flat-off codes on top. boAt has not published an end date. We read live prices and buyer ratings from boAt's own product pages that day and kept 24 picks across earbuds, neckbands, headphones, smartwatches, speakers and power banks, from the Rs. 699 Rockerz 110 to the Rs. 10,499 Party Pal 390. Best overall: Nirvana Ion ANC at Rs. 1,699, rated 4.9 by 297 buyers. Most popular: Rockerz 255 Pro+ neckband at Rs. 899, rated 4.8 by 487 buyers. Biggest discount: Wave Fury smartwatch at Rs. 999, 86% off.

Amazon's Great Indian Festival 2026 was live on October 8, with SBI debit and credit cards getting a 10% instant discount and Amazon Pay ICICI cards 5% cashback. Kitchen appliances are where Diwali budgets go after the TV and the phone, so we read the live price, M.R.P., rating and deal badge on Amazon product pages that day and kept 21 kitchen and home picks rated 4.0 or better, most with thousands of ratings. They run from a Rs. 499 Pigeon kettle to a Rs. 19,999 AO Smith under-counter purifier. Best overall: Philips HD9252 air fryer at Rs. 6,799, rated 4.3 by 7,728 buyers. Most popular: Bajaj Rex mixer grinder at Rs. 1,799, 49,176 ratings. Best-rated: Faber Pluto chimney at Rs. 6,599, 4.6 stars. Biggest discount: ILIFE A30 Pro robot vacuum at Rs. 19,899, 72% off.

We read every listing in Meta's official brand store on Amazon.in on October 8, 2026 and kept the 17 smart-glasses variants that were in stock with their own product photo: Ray-Ban Meta Gen 2, Ray-Ban Meta Gen 1 in Wayfarer and Skyler frames, Oakley Meta HSTN and Oakley Meta Vanguard. Prices run from Rs. 22,425 for a Gen 1 Wayfarer to Rs. 47,070 for a black Vanguard, and the lens is what moves the price: on the same Gen 2 frame, Transitions lenses cost Rs. 4,640 more than clear ones. Best overall: Gen 2 Wayfarer with clear lenses at Rs. 31,920, 30% off. Biggest steal: Gen 1 Wayfarer with Transitions at Rs. 24,900. Best-rated: Oakley Meta HSTN Prizm Polarized at Rs. 35,360, 4.5 stars from 201 buyers. SBI cards took up to Rs. 3,000 more off on the product pages we checked.