Seventy-seven Flipkart earphone, headphone and gaming-headset listings, read 2 November 2026 from Flipkart's own search data. Three separately named boAt tiles - Basads 100, BassHeads 211 and Bassheads 100 - each display exactly 1,486,091 ratings at 4.3 stars, and sell at Rs. 249, Rs. 349 and Rs. 584. Pool sharing is the rule here, not the exception: eleven rating counts appear on more than one tile, including a SONY on-ear listed at Rs. 799 and Rs. 899, and two different ZEBRONICS headphones showing one 8,622 count. The claimed MRP tracks the name - JBL states 1.40x its price and badges 29%, while HOPPUP states 6.76x and badges 85%, and ten listings claim exactly Rs. 4,999. Median listing Rs. 799 at 59% off. A price read only - no claim about sound, drivers or battery.

Thirty-nine Flipkart electric blanket listings, read 2 November 2026 from Flipkart's own search data. Comfort Ideas alone holds 15 of the 39, and not one established appliance house sells an electric blanket on this shelf - the Havells, Bajaj and Usha tiles the same read returned are all room heaters, excluded here. Three blankets are each sold under two tiles at two prices on one rating pool: a Cozynight double at Rs. 1,332 and Rs. 1,538 (432 ratings each), a second at Rs. 1,123 and Rs. 1,447 (273 each), an ARCOVA single at Rs. 756 and Rs. 918 (218 each). Nindra badges just 2% on one tile yet is among the dearest sellers here. Median listing Rs. 1,142 at 61% off. A price read only - no claim about heat, wiring or safety.

Amazon's neckband, Bluetooth speaker and charging cable shelf read on 31 October 2026: 47 listings, Rs. 69 to Rs. 7,699. Sorted by how many people have actually rated each one, the badge runs backwards: the nine listings with 20,000+ ratings carry a median badge of 47% and a median stated MRP of 1.87x the price, while the eighteen with under 2,000 ratings carry 77% and 4.34x. The most-rated listing in the read - an OnePlus neckband on 236,960 ratings - is badged 13%, the smallest badge on the shelf. It is a tendency and not a law, and both counterexamples are seated here: a boAt neckband on 207,826 ratings badged 75%, and a Portronics cable on 37,747 ratings badged 81%. One Rs. 259 neckband states an MRP of Rs. 25,900 - exactly 100 times its price - and is excluded from every median. Three listings from one brand report an identical 4,018 ratings. Nothing was bought.

AJIO's women's shrug shelf read on 31 October 2026: 42 listings, Rs. 100 to Rs. 760, median Rs. 429, and 30 of the 42 sell for under Rs. 500. The shelf is cheap on every measure - and its badge column runs from 30% to 90%, because the stated MRP runs from 1.43 to 9.99 times the selling price. A Shein shrug at Rs. 349 states Rs. 499 and shows 30% off; a Lunice shrug at Rs. 350 states Rs. 999 and shows 65% - one rupee of price, 35 badge points. The cheapest shrug on the shelf, at Rs. 100, carries a smaller badge than a Rs. 200 one claiming Rs. 1,999. The price column is granular and the claim column is a short ladder: 35 distinct prices against just 16 stated MRPs, with Rs. 1,499 claimed seven times. Not one of the 124 listings in the read publishes a rating. Nothing was bought or worn.

The same search at two Indian retailers on 31 October 2026: 32 sunglasses listings on Myntra, 37 on Tata CLiQ. Not one brand appears on both shelves. Myntra returns 22 brands, almost all fashion labels; Tata CLiQ returns 8, all eyewear houses. Myntra's median price is Rs. 493 and Tata CLiQ's is Rs. 1,813 — 17 of Myntra's 32 sell under Rs. 500 and none of Tata CLiQ's 37 does. The badges run the opposite way to the money: Myntra's median is 76%, Tata CLiQ's 30%, and on both shelves the better-known the eyewear name, the smaller the badge — Ray-Ban runs 10% across eight listings. The review evidence sits on the cheap shelf: Myntra's median rating count is 269 against Tata CLiQ's 13, and the Rs. 14,931 Ray-Ban, the dearest pair in either read, has no rating at all. Nothing was bought or worn.

Eighty-three unique Amazon epilator and facial hair remover listings, read 2 November 2026 from Amazon's own search results. On 27 of them the struck-through figure cannot be read as a list price: 12 state a number below what they charge (a wax pack at Rs. 284 against a stated Rs. 14), 8 state exactly the selling price, 5 state nothing at all - including both Philips Epilator Series tiles - and 2 state more than eight times the price, one claiming Rs. 29,999 behind a Rs. 249 device, badged 99%. Those 27 are excluded from every figure here. Across the 56 that remain: Rs. 99 to Rs. 15,100, median Rs. 882, median badge 50%. Two Braun Silk-epil 5 tiles sell Rs. 1,053 apart and claim Rs. 22,319 apart. A price read only - no claim about safety, results or permanence.

Twenty-eight Amazon steam and dry iron listings, read 2 November 2026 from Amazon's own search results. Philips and everyone else occupy two badge bands that barely touch: Philips' ten listings badge 14% to 37% (median 22%, a 1.28x claimed MRP); the other eighteen badge 30% to 81% (median 48%, 1.90x). Within Philips the badge shrinks as the price rises — Rs. 9,999 at 14%, Rs. 3,499 at 22%. The deepest badge on the shelf, 81%, sits on an unbranded Rs. 1,899 listing that costs more than every Bajaj and Havells dry iron here. One Docoss listing states Rs. 1,89,500 for a Rs. 1,895 iron and is excluded from every figure. Median Rs. 1,249 at 42% off. A price read — no wattage, steam or safety claim.

Eighty-four Tata CLiQ quilt, cushion, pillow and mattress listings, read 2 November 2026 from Tata CLiQ's own listing data. Sixty-one of the 84 publish no rating at all — including 19 of the 21 quilts and both mattresses above Rs. 23,000. The best-rated listing on the whole shelf has 251 ratings; the next has 13. Seven houses badge one fixed percentage across every listing they have here: Freedom Tree, Maspar and TESU all at exactly 20%, Saral Home 45%, GM 47%, Welspun 50%, Amore 55%. On mattresses the badge tracks the name: Sleepwell and Kurlon 5%, Duroflex and Centuary 44–53% at similar prices. Rs. 239 to Rs. 24,298, median Rs. 1,748 at 45% off. A price read — no claim about firmness or support.

Forty Myntra men's loungewear listings, read 2 November 2026 from Myntra's own listing data. Thirteen of the 40 state exactly Rs. 1,199 as their list price — and sell at Rs. 349, Rs. 398, Rs. 575, Rs. 599 and Rs. 695, badged 71%, 67%, 52%, 50% and 42%. Six Pepe Jeans shorts all sell at Rs. 599 on the identical 9,322-rating pool; four Roadster shorts share 25 ratings, four Levi's tees share 35,391. The houses with the most buyers discount the least: U.S. Polo Assn. 12% to 19%, Lux Cozi 8% on 18,576 ratings — against Roadster's 71% on 25. Two listings badge 0%. Median Rs. 599 at 50% off. A price read only — no claim about fabric, fit or durability.

Sixty-six Myntra pendant and bracelet listings, read 2 November 2026 from Myntra's own category data. The two Mia by Tanishq 9K diamond pendants - the only fine jewellery on the shelf - are both badged exactly 6%, a claimed MRP 1.06 times the selling price. A SALTY pendant on the same pages sells at Rs. 474 against a stated Rs. 3,839, badged 88%. The devotional sellers behave like the gold house, not the costume ones: Japam claims a median 1.59x, and five listings are badged 0%, priced at exactly their stated MRP. Four Ashnera zodiac bracelets - four different signs - publish one identical 122-rating pool. 44 of the 66 publish no rating. Median listing Rs. 414 at 66% off. A price read only - no claim about carat, stones or any effect.

We read the laptops each brand's own India store was promoting on 31 October 2026: 12 on hp.com and 7 on lenovo.com. Both manufacturers print a reference price around double what they charge — HP's median stated MRP is 2.06 times its own selling price, Lenovo's 1.82 times — and the largest single gap is Rs. 2,94,559, on a gaming laptop at Rs. 2,18,999 against a stated Rs. 5,03,401. The badge is set by the product range, not the brand: business and premium lines carry the smallest claims on both sites (HP ProBook 1.22x, Lenovo Yoga Slim 1.20x, ThinkPad 1.41x) and the mainstream consumer lines the largest (HP OmniBook to 2.83x, Lenovo IdeaPad to 2.26x). Neither store publishes a single star rating on any of the 19 listings. This is a small, one-day sample, not a catalogue. Nothing was bought or benchmarked.

A hundred and twelve Amazon mop, bucket and floor wiper listings, read 2 November 2026 from Amazon's own search results. Six state a list price exactly one hundred times what they charge — Rs. 849 against Rs. 84,900, Rs. 138 against Rs. 13,800, Rs. 1,319 against Rs. 1,31,900 — and Amazon badges all six 99% off. That is a decimal point in the wrong place, not deception, and all seven outliers are excluded from every figure here. Sixteen more listings claim exactly Rs. 999 and sell from Rs. 202 to Rs. 649. Spotzero, Scotch-Brite and Gala hold every big rating pool — 103,323, 63,147, 54,590 — and none badges above 55%. Median Rs. 498 at 50% off. A price read — no claim about build or cleaning performance.

Amazon Great Indian Festival 2026 opened at 12 a.m. on 8 October 2026, the start date Amazon published on its own newsroom, one day before Flipkart's Big Billion Days opened to everyone. The confirmed bank offers on Amazon's event-page banner are a 10 percent instant discount on SBI debit cards, SBI credit cards and SBI credit card EMI (up to Rs. 57,750 off), 5 percent unlimited cashback with the Amazon Pay ICICI Bank credit card, 10 percent cashback on Amazon Pay Later EMIs and up to 10 percent extra savings for Prime members. Amazon has not published an end date. This living page tracks the sale, the bank offers and a 15-minute prep checklist, updated through the festival.

Flipkart Big Billion Days 2026 is official: the sale starts 9 October with early access on 8 October for Plus, Black and Flipkart credit card members, and Axis Bank and ICICI Bank cards get a 10% instant discount. This living page tracks the official announcement, the expected timeline (teaser week, early access, flash windows), Axis/HDFC bank offers, which categories genuinely bottom out at BBD vs what to buy earlier, and how BBD compares with Amazon Great Indian Festival - re-verified every week until the sale goes live.

A living calendar of every Amazon India sale in 2026: Mega Deals Days live 13-16 August, the Great Indian Festival expected to open in early October and run through Diwali, then Black Friday and year-end events. Includes buy-now-or-wait guidance per category, the bank-offer stack, and past-year timing. Re-verified weekly; expected windows become official dates the day Amazon announces.