AJIO's nightwear shelf gives a shopper two numbers and withholds the third. We read 84 listings on 6 October 2026 and seated 25. Not one of the 84 publishes a star average or a rating count, which leaves the discount badge as the only comparative figure - and the badge does not work. Twenty-two listings print an identical Rs. 356, Rs. 699 and 49%, differing only in the cartoon printed on the fabric. One brand prints stated MRPs of Rs. 1,512, Rs. 1,705, Rs. 1,875 and Rs. 5,970 on five sets that sell within Rs. 184 of each other. The four shallowest-badged tiles in the read, at 13% to 19%, cost more than every single listing badged above 84%.

A palazzo search on Myntra returns 29 standalone trousers, and a third of them publish no rating at all. We read 68 listings on 6 October 2026 and seated 24. Three tiles - two under the brand name MOLIKONIC and one under VSP CREATION - print the identical Rs. 550, the identical stated Rs. 999 and the identical 45% badge for two printed chambray palazzos. Divided out, that is Rs. 275 a palazzo, cheaper than every single pair here but two. The only zero-discount listing on the shelf costs Rs. 599 - Rs. 214 more than the listing badged 81% - and four tiles priced within two rupees of each other carry badges from 52% to 76%.

We parsed 65 Flipkart epilator listings on 6 October 2026 and seated 24. Twenty of the 65 - sold under 18 different brand names - print exactly Rs. 999 as their stated MRP, and sell under it at Rs. 123 to Rs. 646. Because a badge is arithmetic over the selling price and that one shared ceiling, the identical Rs. 999 produces an 88% badge at the bottom of the group and a 35% badge at the top. Three listings carry the model string FS1100 under two brand names at Rs. 400, Rs. 526 and Rs. 530 - against stated MRPs of Rs. 999, Rs. 1,499 and Rs. 1,899, on the same product-card artwork. Twenty-five listings publish no rating at all. The shelf runs from a Rs. 169 crystal stone with no motor to a Rs. 3,495 IPL device.

We parsed 59 Flipkart jigsaw listings on 6 October 2026 and seated 24. Eight of them - every Rs. 330 stated MRP on the shelf - come from one brand, and sell beneath that single ceiling at Rs. 162, Rs. 177, Rs. 213, Rs. 248, Rs. 256 and Rs. 270 three times, which is what turns one MRP into badges of 51%, 46%, 35%, 25%, 22% and 18%. Separately, Flipkart publishes a structured Pieces value on every tile and it often is not the number in the title: a listing titled "1000 Pcs" carries a Pieces field of 1, a stated six-puzzle set carries 54, and a set titled "35 Pieces Each" carries 5. The deepest badges - 79% to 88% - sit on unbranded wooden sets; the recognisable toy names are badged 6% to 17%.

Big Billion Days 2026 opens at midnight on 8 October for Flipkart Plus, VIP members and Flipkart credit card holders, and on 9 October for everyone else - both lines read from Flipkart's own store page on 6 October 2026. Served on that same page is a tile selling BLACK at Rs. 499 for "24 Hrs Early Access to the sale", "Instant 15% Off with bank offer" and "Exclusive BLACK Deals". Flipkart's own FAQ grants the same 24-hour window to Plus members and to anyone holding an eligible partner bank credit card, neither of which carries a price on that page. And the sale's published bank discount elsewhere on the page is "up to 10%", not 15%. No end date has been published.

Beardo's sitewide strip promises "Free Shipping on All Orders Rs. 399 & Above", and its own cart publishes two fee ladders rather than one. We read beardo.in first-party on 6 October 2026. Prepaid: Rs. 79-Rs. 398.99 pays Rs. 49, Rs. 399 and above ships free. Cash on delivery: Rs. 399-Rs. 698.99 pays Rs. 99, Rs. 699-Rs. 1,990 pays Rs. 49. So the banner's threshold is a prepaid threshold - a Rs. 450 basket ships free on card and costs Rs. 99 on COD. COD is dearer at every published slab, three bands are not published at all, and the module itself says the fee is "Calculated at checkout". Returns are limited to damaged, wrong or incomplete orders within 7 days.

Flipkart has opened a Big Billion Days 2026 page for Samsung ahead of the 9 October sale, and it already puts numbers on eight Galaxy lines. The headline is the Galaxy S25 (128 GB): a Rs. 62,999 selling price against an MRP of Rs. 1,04,999, which falls to Rs. 57,999 with a Rs. 5,000 coupon and to Rs. 53,999 with a Flipkart Axis or Flipkart SBI credit card. The Galaxy S25 FE is shown from Rs. 46,999, the Galaxy S26 series from Rs. 74,999, the Galaxy A36 5G and Galaxy F70 Pro from Rs. 25,999, the Galaxy F70e 5G from Rs. 16,999, the Galaxy F08 from Rs. 15,999 and the Galaxy Z Fold8 series from Rs. 1,05,999. This tracker puts each banner price next to what the product page showed on 5 October 2026, including the lower price Flipkart quotes once bank offers are applied, and notes which phones can be bought now and which are wishlist only until the sale opens.

Croma lets business buyers put a GSTIN on a purchase, and the window for doing it is narrower than most people assume. We read croma.com's FAQ first-party on 5 October 2026. The number can be supplied only "in the field provided while placing an order online" or to store staff "at the time of billing" - and a separate answer closes the door behind it: "once the invoice is generated, details cannot be changed!" The credit itself is not immediate: Croma states it arrives "once it is reflected in the GSTR 2B after the 15th of the following month from the month of purchase". There is no minimum spend, but the claim is limited to purchases "related to business". Nothing here is tax advice.

Sliders are a shelf where the same shoe turns up several times, so the useful check is the rating count rather than the badge. We parsed 63 Myntra listings on 5 October 2026 and seated 22. Three listings are the Puma Leadcat 2.0 and they sell at Rs. 999, Rs. 1,124 and Rs. 1,249 - all three stating the same Rs. 2,499 MRP and all three displaying the identical 4.4 stars from 25,847 ratings. An exactly matching count means one product record, so that is Rs. 250 of difference for the same listing. Two Wave Flip listings sit Rs. 40 apart on one 24,329-rating pool, and eight adidas AQUO listings run Rs. 943 to Rs. 991 with pools from 8 to 1,738.

Neeman's publishes a page headed "Refund policy" whose central sentence rules refunds out. "Please note that we do not offer refunds at this time. Only exchanges are supported." We read it first-party on 5 October 2026. The window is a Free 7-day Trial Policy counted from delivery, and the pair must come back "Unused and in the same condition as received" with original packaging and tags - an indoor trial. Socks sit outside all of it: they cannot be returned or exchanged at all, single pairs or combo packs, and "Refunds will not be provided under any circumstances". EMI orders get one exchange, subject to size availability. COD charges of Rs. 29 to Rs. 100 are never refunded, and a wrong or missing delivery must be reported with photographs within 48 hours.

Bath mats are a shelf where there is very little to compare, so what AJIO does and does not publish matters. We read 34 listings on 5 October 2026 and seated 20. AJIO publishes no star average and no rating count on a single one of them, which leaves the discount badge as the only comparative figure the shelf offers. That badge does not survive examination: one house label supplies 14 of the 34 listings and its badges run 6%, 30%, 37%, 48%, 59%, 63%, 63%, 63%, 66%, 66%, 66%, 66%, 67% and 67%. Counted per mat, the deepest badge in the read, 81%, costs Rs. 190 a mat, while a listing badged 6% costs Rs. 140.50. Nothing in the whole read sits between 20% and 30%.

Duffle bags are sold almost entirely on the percentage beside the price, so it is worth checking what that percentage is computed from. We parsed 62 Myntra listings on 5 October 2026 and seated 22. One brand accounts for 12 of them and states Rs. 1,600 two ways at once: six listings sell at Rs. 419 marked down from Rs. 1,600, badged 74%, while two more sell at Rs. 1,600 against a stated Rs. 1,600, badged 0%. Nine listings in the read sell at exactly Rs. 419 under nine different names, split across stated MRPs of Rs. 2,999 and Rs. 1,600. Three of those nine share a single 436-rating pool and the other six publish no rating at all. The cheapest bag here, at Rs. 245, has the largest rating pool in the read.

Cookware is sold on its discount badge, so it is worth checking what the badge is attached to. We parsed 187 Flipkart listings on 5 October 2026 and seated 24. The two names an Indian kitchen actually knows, Hawkins and Prestige, account for 28 listings and carry a median badge of 12% - Hawkins 10%, Prestige 20%. The 66 listings carrying fewer than 100 ratings carry a median badge of 63%, topping out at 89%. One unknown-brand dosa tawa sells at Rs. 357 while stating a Rs. 2,699 list price - 2.57 times the Rs. 1,050 Hawkins states for its own tawa, which sells at Rs. 985. Twenty-one listings under 11 brand names state an identical Rs. 999 and sell between Rs. 180 and Rs. 606. The most-rated tawa in the read, with 63,028 ratings, costs Rs. 379.

Every insulated flask on Amazon prints its capacity in the title, which makes this an easy shelf to price properly. We read 30 listings on 5 October 2026 and seated 16. Divided by stated capacity the shelf runs from Rs. 53.90 to Rs. 206.43 per 100 ml - a 3.83-fold spread - and the dearest flask by volume has the fourth lowest sticker price on the page. Five listings state 1 litre and sell at Rs. 539, Rs. 819, Rs. 869, Rs. 975 and Rs. 997. The most-rated flask here, with 152,820 ratings, sits at Rs. 131.80 per 100 ml, dearer by volume than every 1-litre listing on the page. One Rs. 429 flask states a Rs. 14,300 MRP - a 33.33x multiple, where the next highest stated MRP is Rs. 2,455.

A knife set is sold on a piece count and a percentage, and on this shelf neither number says what it looks like it says. We read 30 Amazon listings on 5 October 2026 and seated 23. On fourteen of the thirty, the figure printed where an MRP belongs is the selling price divided by the piece count: Rs. 139 / 4 pieces = Rs. 34.75 against a printed Rs. 34; Rs. 2,520 / 7 = Rs. 360 against a printed Rs. 360. Because that figure falls below the price, Amazon shows no badge at all on those fourteen - including on its own amazon basics listing. Of the nine listings stating a genuine list price, an unbranded set is badged 90% while Rena shows 7% and Victorinox 5%. Four Victorinox paring-knife listings sell at an identical Rs. 807 and share two rating pools between them. Per knife, the shelf runs Rs. 33 to Rs. 395.