Beardo's own product feed, read on 31 August 2026, carried 84 hair listings priced from Rs. 199 to Rs. 1,499, median Rs. 399. Thirty-two of them ask one of two prices — 18 at Rs. 299 and 14 at Rs. 399 — regardless of whether the product is a shampoo, a wax, a hair colour or a scalp massager. The discounts sit on the bundles: singles run an 11 per cent median with twelve listings at no discount at all, while kits and multipacks run 27 per cent and reach 63. The pack maths is inconsistent. Anti Grey Hair Serum costs Rs. 699 single, Rs. 1,099 for two and Rs. 999 for three, so the three-pack is cheaper than the two-pack; Beer Shampoo's two-pack at Rs. 700 costs Rs. 102 more than two singles. Twenty-four of the 84 listings were out of stock.

Mamaearth's own product feed carried 569 in-stock items on 28 August 2026, priced from Rs. 75 to Rs. 2,197 with a median of Rs. 549 across 116 distinct price points. Not one of those 569 records carries a struck-through compare-at price, so there are no badges and no percentages on this storefront - the listed price is the price. That moves the decision to size, and the size ladder is steep. Thirteen products are sold as both a mini and a full bottle, and in ten of them the mini costs more per millilitre, at a median of 1.74 times the rate: the 20 ml onion conditioner is Rs. 4.95/ml against Rs. 1.40 for the 400 ml bottle. Three listings that appear to break the pattern turn out to be multi-packs, and 111 of the 569 records are combos that cannot be priced per millilitre at all.

We read both sunscreen shelves on 26 August 2026 - 13 SPF 50 sunscreens from Nykaa's own listings and 27 from Amazon India's search results. The clearest case is Deconstruct's gel sunscreen, which costs Rs. 379 on both sites: Nykaa strikes it from Rs. 399 and prints 5 per cent off, Amazon strikes it from Rs. 758 and prints 50 per cent off. That is not an isolated listing. On 19 of Amazon's 27 sunscreens the stated MRP is exactly twice the selling price, which produces a 50 per cent badge mechanically - Rs. 399 against Rs. 798, Rs. 1,009 against Rs. 2,018, Rs. 1,200 against Rs. 2,400. Nykaa's median badge across its 13 is 12 per cent and its largest is 20. On rupees the answer is mixed: Amazon is cheaper on two premium D2C sunscreens, Nykaa is within Rs. 9 on the mass-market ones and carries far deeper rating counts. Neither shelf publishes pack sizes consistently.

We read Nykaa's hair care shelf on 26 August 2026 across shampoo, hair oil, conditioner and serum queries, and seated 22 products priced Rs. 152 to Rs. 4,410. Two things make this shelf different from a marketplace one. The discounts are small and orderly - the median badge is 20 per cent, the largest in the whole pull is 42 per cent, and four products are cut by 5 per cent or less - so the percentage carries some information rather than none. And the ratings are useless as a score: all 63 products sit between 4.1 and 4.9 with a median of 4.4, while the rating counts range from 290 to 539,781. A TRESemme shampoo at Rs. 822 carries 539,781 ratings at 4.4; a Redken pair at Rs. 4,410 carries 2,557 ratings at the same 4.4. Format sets price more than brand does: oils start at Rs. 170, serums run to Rs. 1,275, and the one salon shampoo-and-conditioner pairing costs five times the shelf's best-seller.

We read Amazon's own search results across three trimmer queries on 20 August 2026 - beard trimmer for men, trimmer for men philips, body groomer men - which returned 90 rows and 67 unique products. Thirty-eight carried a price, a stated MRP and a price at or under Rs. 2,000, and 22 are seated here from Rs. 86 to Rs. 1,997. Two findings shape the page. First, two pairs of listings share a rating count exactly: Lifelong's Rs. 643 beard trimmer and its Rs. 999 body trimmer both show 4.0 from 20,240 ratings, and Philips's Rs. 1,399 and Rs. 1,675 trimmers both show 4.2 from 7,630 - Amazon pools ratings across variants of a parent listing, so the crowd behind a product is often not the crowd behind that product. Second, the badge runs opposite to the evidence: the four largest badges, at 91, 77, 75 and 75 per cent, sit on listings with 6, 153, 20,240 and 105 ratings, while Philips, which owns the four largest rating counts here, never claims more than 33 per cent off.

We read both catalogues from the brands' own Shopify feeds on 18 August 2026 - 150 products and 206 priced variants at Dot & Key, 250 and 250 at Mamaearth - and the first finding is an absence: neither brand carries a compare-at price on a single variant. Zero of 206, and zero of 250. There is no badge to decode on either store, so we compared what a millilitre or gram costs, with multi-packs multiplied out. Dot & Key is cheaper and far more consistent on face wash (Rs. 2.14 to Rs. 3.69 a millilitre against Rs. 2.33 to Rs. 4.95) and on serum, where its 13 SKUs sit inside a 36 per cent band while Mamaearth's six span a factor of six. Mamaearth is cheaper on moisturiser (Rs. 2.25 to Rs. 4.99 a gram against Rs. 3.42 to Rs. 8.25) and on shampoo, where it lists 17 SKUs from Rs. 1.25 a millilitre against Dot & Key's one. Sunscreen is close. On both stores the multi-pack roughly halves the per-unit rate.

We read Myntra's own listing data on August 15, 2026 across four fragrance paths - men's perfume, women's perfume, men's deodorant and unisex perfume - and got 127 listings carrying a price, a higher stated MRP, and in 84 cases a rating with a rating count. Twenty are seated here, all under Rs. 999. Because every listing prints its own volume, this shelf can be priced per millilitre, and per millilitre it spans 73 paise to Rs. 19.97 - a 27-fold range that the ticket price conceals completely. The cheapest thing on the page, at Rs. 43, costs more per millilitre than a Rs. 165 can. A Rs. 172 bottle costs eleven times that rate. The ratings cannot separate any of it: every pick lands between 4.1 and 4.5 out of 5, on crowds from 431 to 45,913 buyers. Twenty picks in three per-millilitre bands, Rs. 43 to Rs. 772.

We read 82 Nykaa body care listings on August 12, 2026 from the retailer's own catalogue across five queries - body lotion, body wash, body butter, hand cream and body scrub - and seated 20. The discount on this shelf belongs to the old brands: across 21 legacy FMCG listings from Dove, Fiama, Pears, Nivea, Vaseline and Lux the median badge is 25 per cent, while across 20 D2C actives listings from CeraVe, Chemist at Play, Be Bodywise, Foxtale, Earth Rhythm and Nat Habit it is 10 per cent. Both groups rate almost identically, at a median 4.5 and 4.4. Every one of the 82 rows carries a rating, 21 of them above 100,000 votes and one above a million, and not a single product on the shelf rates below 4.0 - so the average separates nothing and only the sample size carries information. The deepest badge in the read is 40 per cent, on a Unilever body wash; the largest D2C badge is 18. Twenty picks, Rs. 195 to Rs. 569.

We read beardo.in's own product feed on August 11, 2026 - 524 live handles - and seated 20. On this catalogue the multipack is the discount. The same 50ml anti-grey serum costs Rs. 699 a bottle bought alone, Rs. 550 a bottle in a two-pack and Rs. 333 a bottle in a three-pack, with badges climbing from 13 per cent to 58 as the stated MRP multiplies alongside the quantity. The three-pack even costs Rs. 100 less in total than the two-pack. The same shape repeats on the growth serum, where the per-bottle price falls from Rs. 599 to Rs. 333, on an anti-dandruff shampoo whose second bottle effectively costs Rs. 51, and on an SPF 60 sunscreen that drops Rs. 99 a tube. One ladder runs the other way: a hair serum three-pack at Rs. 799 works out at Rs. 266 a bottle against Rs. 249 for singles, so the pack with the badge on it costs Rs. 52 more. Twenty picks, Rs. 199 to Rs. 1,499.

We read 285 AJIO beauty listings on August 11, 2026 from the retailer's own listing data across skincare, makeup, fragrance and general beauty, and seated 20. On this shelf the discount is set per brand rather than per product. Every one of Minimalist's seven rows is exactly 5 per cent off. All eight Beauty of Joseon rows are exactly 15, all four Pilgrim rows exactly 25, all four MOXIE rows exactly 10 and all four Wet n Wild rows exactly 80. Seventy-three per cent of the 285 rows sit on a round multiple of five. The aisle predicts the badge better than the product does: skincare's median discount was 13 per cent and fragrance's was 48, and one brand sold a grooming kit at 38 per cent and a perfume at 61 on the same morning. Not one listing in the entire read carries a rating, so there are no rating pills on this page. Twenty picks, Rs. 90 to Rs. 1,275.

We read 45 Croma trimmer, hair dryer and electric shaver listings on August 10, 2026 from the retailer's own product API and seated 20. Two things shape this aisle. The first is that Philips owns it: sixteen of the 45 listings are Philips, and its badges run from 3 to 30 per cent, tightening as the price rises - three per cent off a Rs. 43,549 shaver and a Rs. 19,449 hair dryer, 26 to 30 per cent on everything under Rs. 4,000. Two Philips listings publish the same product name, identical apart from spacing, at Rs. 21,599 and Rs. 43,549. The second is that almost nobody has reviewed anything: four of the 45 listings carry more than forty ratings and all four are hair dryers between Rs. 1,029 and Rs. 1,749, while thirteen listings carry no rating at all and twenty-one carry between one and five. Every listing badged above 50 per cent - including two Dreame dryers claiming Rs. 39,999 and Rs. 44,999 - has no rating history whatsoever. Twenty picks, Rs. 479 to Rs. 43,549.

We read 33 Nykaa listings on August 9, 2026 from Nykaa's own catalogue across two queries and seated 18. The first thing worth saying is what is missing. Every badge on this page sits between 5 and 40 per cent, with a median of 20 - on a shelf where the smallest discount is three rupees off a Rs. 69 lip liner. A saree shelf this series read the same week ran from 65 to 81 per cent off. Cosmetics in India carry a printed maximum retail price on the pack, which leaves far less room for the invented claims that fill a marketplace, and a small badge here is not a worse deal but a more honest one. The second thing is the evidence. This is the best-documented shelf we have read: a Nykaa lipstick carries 4,283,115 ratings and a Maybelline 4,119,059, though both counts are pooled across every shade of the listing and we say so on the cards. Against those, two listings here carry 130 ratings and 10 - and the 10-rating one holds the page's highest score. Eighteen picks, Rs. 66 to Rs. 1,520.

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