We read Flipkart's trimmer shelf on 29 September 2026 - 213 distinct listings from Rs. 249 to Rs. 15,805, with 26 seated here. Sixteen of them carry the model number 538 in the title under twelve different brand names, sell for Rs. 423 to Rs. 595, and are badged anywhere from 51% to 88% - because they state six different MRPs between Rs. 999 and Rs. 3,999. Two charge the identical Rs. 448 and show 72% and 55%. Rating counts are pooled too: NOVA displays 483,247 ratings on three trimmers and 203,799 on three more, and a pair of NHT 1083 clippers six rupees apart shows 38% and 45%. The brands with shops barely discount - a median badge of 38% against 69.5% for everything else - and the most-rated listing of all 213, with 488,640 ratings, carries a 22% flash.
We read Flipkart's monitor shelf on 29 September 2026 - 156 distinct listings from Rs. 2,499 to Rs. 86,599, with 24 seated here. Seven of them charge exactly Rs. 9,999, and Flipkart badges those seven 70%, 69%, 50%, 45%, 44%, 29% and 17%. The same thing repeats at Rs. 10,999, where four listings show 62%, 48%, 44% and 15%. Screen size does not narrow it either: 70 of the 154 sizeable listings are 27-inch, running Rs. 5,364 to Rs. 82,599 - fifteen-fold, at one diagonal. Per inch the shelf runs Rs. 132 to Rs. 3,059 against a Rs. 379 median. Rating counts are pooled across different screen sizes, one Samsung figure covering a 22, a second 22, a 24 and a 27 - and one title states two contradictory sizes, neither matching its own photograph.
A routine read of 246 Amazon India listings on 29 September 2026 returned 15 rows where the struck-through figure was lower than the selling price - impossible for an MRP. We went back to the live search pages and checked them one at a time. The smaller figure is a per-unit rate, not a discount and not an MRP, and the real M.R.P. is a separate, higher number on the same tile. A SanDisk 64 GB pen drive at Rs. 909 shows "Rs. 14.20 /count" - that is Rs. 909 divided by 64 gigabytes - against an M.R.P. of Rs. 1,100. The arithmetic checks out on nine of the eleven listings; the labels mostly do not. "/count" means gigabytes on one tile and single dumbbells on three others, and one 10 kg dumbbell shows "Rs. 33.98" beside "Rs. 3,398".
We read Flipkart's mattress shelf on 29 September 2026 - 242 distinct listings from Rs. 740 to Rs. 45,790 - and priced every one by the sleeping area it publishes. The rate runs Rs. 39 to Rs. 1,526 a square foot, a thirty-nine-fold spread, against a median of Rs. 283. The floor is cotton: 19 cotton and gadda listings at a median Rs. 50 a square foot, against Rs. 287 for the 221 foam, latex and spring ones - a different product, not a better price. The badge runs backwards against the rate, 70% on cotton and 41% on foam. Two listings state dimensions no mattress could have - one Double is filed as 6 inch by 4 inch - and two sellers badge their whole ranges at a single figure, 22 listings all at 56% and 15 showing only 25% and 26%.
We read Myntra's skincare aisle on 29 September 2026 - 120 distinct listings - and priced the 61 that state a volume by the millilitre. Six brands sell what their own titles call the same product in two bottle sizes, each pair sharing one rating count because Myntra pools the reviews - and in five of the six the small bottle costs 22% to 72% more per millilitre. The 15 listings of 15 ml or less run at a median Rs. 2,360 per 100 ml against Rs. 296 for the 20 listings of 100 ml or more, yet their tickets look alike: Rs. 219 to Rs. 279 against Rs. 214 to Rs. 323. The full rate runs Rs. 55 to Rs. 13,193 per 100 ml. This aisle also barely discounts - a median badge of 15.5%, with 80 of 120 at 20% or less.
We read ten Amazon India search shelves on 29 September 2026 - 296 listings - and counted how many tiles carried a discount badge at all. On dry fruits, one in forty did. On webcams and treadmills, every single listing did. Green tea managed 8 of 40, tissue 10 of 40, toilet cleaner 11 of 40; vacuum flasks 39 of 40. The second finding is stranger: where badges are rarest they are biggest - a 67% median on green tea and 70% on toilet cleaner, against 25% on the flask shelf where almost every tile carries one. 18 of the 40 tissue tiles printed no MRP at all, and two green tea tiles showed 100% off against stated MRPs of Rs. 174,000 and Rs. 160,000, which is a data artefact rather than a sale.
We read Tata CLiQ's fitness shelf on 29 September 2026 - 88 listings in its own Health & Wellness category - and divided each by the mass its title states. The 26 listings with an unambiguous weight run from Rs. 41.96 to Rs. 349.75 a kilogram, and the rate is set by the format rather than the brand: PVC adjustable plate sets Rs. 42 to Rs. 106, fixed rubber dumbbells Rs. 161 to Rs. 200, kettlebells Rs. 204 to Rs. 350. One brand lists the same plate set in six weights, and its rate halves from Rs. 81.13 per kg at 8 kg to Rs. 41.96 at 25 kg on near-identical badges. Three listings state a "kg" that is band resistance rather than weight, and only 21 of the 88 publish any rating at all - the largest count in the read is four.
We read Myntra's jewellery, bangle, anklet, earring and necklace shelves on 29 September 2026 - 160 distinct listings - and sorted them by how big a discount they advertise. The eleven listings offering 5% off or less have a median price of Rs. 699. The nineteen offering 85% or more have a median price of Rs. 314. The full-price half of this shelf costs 2.2 times the deep-discount half, because the badge is computed against a stated MRP rather than against the money. The same split runs through the evidence: the 110 listings that publish a rating show a median 73.5% badge at Rs. 413, while the 50 that publish none show 52.5% at Rs. 499. 155 of the 160 sell under Rs. 1,000, at a median stated MRP of 3.14 times the price.
We read AJIO's and Myntra's jewellery shelves on the same morning, 29 September 2026 - 147 listings against 160 - and compared them where they actually overlap. Two products carry the same brand, the same description and the identical stated MRP on both shelves, and Myntra is cheaper on both: an NVR anklet set at Rs. 267 against Rs. 500, and a GIVA anklet at Rs. 779 against Rs. 1,033. At shelf level it reverses - AJIO's median is Rs. 363 against Rs. 431, with 107 of its 147 listings under Rs. 500. Across the eight brands both shops stock, five are cheaper on Myntra and two on AJIO. The one unambiguous difference: AJIO published a rating on none of its 147 listings; Myntra on 110 of 160.
We read AJIO's hair accessory shelf on 29 September 2026 - 84 listings - and divided each packet by the pieces its own title states. The rate runs Rs. 5.90 to Rs. 200.00 a piece, a 34x spread, with a median of Rs. 29.50, and 63 of the 84 listings sell under Rs. 300 so the tickets tell you almost nothing. AJIO's in-house label holds 28 of the 84 listings, every one of them at exactly 20% off and at one of four prices - and it is where the cheapest per-piece rates on the shelf live. Five listings carry a 90% badge, each stating an MRP between 9.98 and 10.01 times its own price, and one brand lists the same six-pack twice, at Rs. 295 and Rs. 549, behind the same stated MRP.
We read Amazon India's garbage bag shelf on 29 September 2026 - 60 distinct listings - and divided each pack by the number of bags its own title states. Every ticket on the shelf sits between Rs. 99 and Rs. 649, but the rate runs Rs. 1.21 to Rs. 13.00 a bag: a 10.7x spread behind prices that all look alike. The rate tracks bag size almost perfectly - small 17 x 19 bags at a median Rs. 1.66, medium Rs. 2.21, large Rs. 4.42, extra-large Rs. 10.38 - and barely tracks the discount badge at all. Four packs appear twice on the shelf under one shared rating count, and in two of those pairs the dearer tile advertises the bigger discount. One brand prints the same Rs. 1,999 MRP on three different packs.
