Category report · India quick commerce · September 2026

Hair care is the biggest shelf in quick-commerce beauty. Dry shampoo is 0.7% of it, and that is not a distribution problem.

Written for someone deciding whether to incubate a hair brand. It sizes the Indian hair market and the quick-commerce shelf inside it, then tests dry shampoo specifically against three independent sources of demand evidence: 10,807 tracked listings across Blinkit, Instamart and Zepto; 146,573 comments scanned across five Indian hair and beauty communities; and marketplace rating volumes on BigBasket, Amazon.in and Flipkart.

Summary

  • Hair care is the single largest category on a quick-commerce beauty shelf — the #1 category by value on Zepto ahead of cleaning products, #2 on Instamart, and 30.4% of all personal-care value on Blinkit. At Redseer's ~$1bn BPC run-rate that is roughly $300m annualised through three apps.
  • Dry shampoo is 0.70% of that — 1.29% on Blinkit, 0.28% on Instamart, 0.03% on Zepto. Around 28 distinct titles from 18 brands exist across all three platforms combined.
  • Distribution has already been tried and it did not work. The five largest dry shampoo listings sit in 1,781–2,013 of Blinkit's ~2,050 dark stores. The segment turns at a third of the rate of an average hair facing, and the rate did not improve as the shelf doubled.
  • The category is absent from the conversation. In 21,539 comments on r/IndianHaircare over 73 days, zero discuss dry shampoo. Hair fall and regrowth take 14.4%. On the beauty sub it is 0.08%, against sunscreen at 6.10%.
  • Batiste — the global category leader, #1 in eight countries — listed on Blinkit in July and was down to one store within three weeks.
  • There is one live reframe. Indians who use it and like it use it for root volume on clean hair, not to skip a wash. Powder formats out-turn aerosols despite costing 50% more. That is a styling product, not a cleansing one, and it is a much smaller prize.
  • The money in this shelf is elsewhere, and it is not where a founder would look. Anti-dandruff (index 179) and keratin repair (171) turn far above shelf average. The fashionable claims — curly (38), volumising (30), hair fall and growth (80) — all turn below it while carrying the most SKUs. Conditioner has the highest rate of sale of any hair segment on a third of shampoo's assortment.
Hair share of QC personal care
30.4%
Blinkit, the most complete taxonomy
Dry shampoo share of hair
0.70%
blended across three platforms
Rate of sale vs shelf
33
index, 100 = average hair facing
Reddit share of voice
0.01%
21,539 hair comments, 73 days
01

Market size: hair is the anchor category of quick-commerce beauty

Two sizing frames matter here — the size of Indian hair care overall, and the size of the quick-commerce slice a new brand would actually launch into. They are different numbers with different reliability.

$4.1bn
India hair care, 2026

Growing 4.7% a year to $5.19bn by 2031. Hair oil alone is $1.94bn — the largest single format. Mordor Intelligence

~$1bn
QC beauty ARR, FY26

Up ~90% year on year, projected to $4.1–5.9bn by FY31. Quick commerce to reach 27–31% of online beauty by 2031. Redseer, 24 Jul 2026

~26%
Share held by legacy houses

Of that $1bn. The other three-quarters is spread across 1,500+ challenger brands. Masstige and premium are 59% of QC beauty spend against 37% of the overall market.

~$300m
Implied QC hair care ARR

30.4% of Blinkit personal-care value × the ~$1bn BPC run-rate. Roughly 7% of the Indian hair category now moves through three apps.

The last figure is our arithmetic on top of Redseer's, not an observed number, and it is the one to pressure-test. But the ranking underneath it is directly observed and is not close: hair care is the largest single category by value on Zepto — ahead of cleaning essentials, atta and dairy — and the second largest on Instamart at 11.2% of tracked value. On Blinkit, where the grocery basket captured is far broader, hair still takes 30.4% of everything sold under personal care and beauty.

Why this matters for an incubation decision

A hair brand does not have to create a channel. The shelf is already the biggest one in beauty, the incumbents hold only a quarter of it, and the channel is growing at 90%. Almost none of the difficulty in this category is about whether quick commerce will carry you. It is about whether the specific product turns once it is carried — which is exactly where dry shampoo fails.

02

What the hair shelf is made of

Segment shares below are blended across the three platforms and are stable: they move less than 1.5 points between the two independent clean windows (20–24 April and 1–12 May 2026), and less than one point whether platforms are weighted by their GMV share or by capture volume.

Share of quick-commerce hair care value, by segment
Blended across Blinkit, Instamart and Zepto. Name-first classifier over 10,807 tracked listings.
Shampoo
33.3%
Hair colour
18.5%
Conditioner & mask
14.7%
Hair oil
13.7%
Serum
10.9%
Styling
8.2%
Dry shampoo
0.70%

Per platform the picture is consistent enough to trust and different enough to be worth knowing. Instamart's shelf is the most premium and the most conditioner-heavy; Blinkit's is the most oil- and styling-heavy; Zepto sells the most hair colour.

SegmentBlinkitInstamartZeptoBlendedBlinkit rate of sale
Shampoo34.2%37.4%27.5%33.3%0.407
Hair colour18.3%16.6%20.9%18.5%0.183
Conditioner & mask8.5%22.5%18.0%14.7%0.429
Hair oil17.4%7.7%12.8%13.7%0.236
Serum9.6%10.4%13.8%10.9%0.073
Styling10.6%5.0%6.9%8.2%0.072
Dry shampoo1.29%0.28%0.03%0.70%0.064

Rate of sale = units per listing per store per day, Blinkit, 1–12 May 2026. Comparable within a platform only.

Price is where the shelf actually breaks

On Blinkit, the ₹150–199 band holds 8.9% of the hair assortment and delivers 25.6% of units at a rate of sale of 0.433. Above ₹400 the shelf carries 44.9% of all SKUs and returns 14.5% of units, at a rate below 0.10. This is the shape of a category where price does most of the work — and dry shampoo's median shelf price is ₹509.

Blinkit hair care: share of SKUs vs share of units, by price band
The assortment sits above ₹300. The volume does not.
% of SKUs% of units
under ₹100
3.6
12.4
₹100–149
4.8
7.7
₹150–199
8.9
25.6
₹200–299
21.2
29.0
₹300–399
16.5
10.8
₹400–599dry shampoo sits here
22.2
8.8
₹600–899
14.4
4.9
₹900+
8.3
0.8
03

The shelf is fragmented and one new-age brand has already cracked it

Concentration is low by FMCG standards — a Blinkit HHI of 494 — which is the structural reason a new brand can get on this shelf at all. But one house dominates and one challenger has broken through, and both facts should shape a launch plan.

21–33%
L'Oréal group share of hair value

L'Oréal Paris plus L'Oréal Professionnel: 21% on Blinkit, 33% on Instamart, 27% on Zepto. No other house is close. Any pricing or promotion plan is written against L'Oréal, not against Hindustan Unilever.

4.5 / 7.8 / 6.1%
Bare Anatomy, share of hair value

The largest new-age brand on all three platforms, ahead of Mamaearth, Pilgrim, Plum and WishCare. It is the single most useful comparable for what a successful quick-commerce hair launch looks like today.

RankBlinkit%Instamart%Zepto%
1L'Oréal Paris17.7L'Oréal Paris24.5L'Oréal21.3
2Parachute5.8L'Oréal Professionnel8.5Parachute8.0
3Bare Anatomy4.5Bare Anatomy7.8Bare Anatomy6.1
4Dove4.2Dove4.4L'Oréal Professionnel5.9
5TRESemmé3.8Moxie Beauty4.0Paradyes5.7
6Moxie Beauty3.5Love Beauty & Planet3.3Dove5.2
04

Dry shampoo has already been given full distribution and it did not convert

This is the central finding and it is worth being precise about, because "the category is small" and "the category is under-distributed" imply opposite investment decisions. The data says the first, not the second.

Distribution is effectively complete on the platform that matters

As of 8 September 2026, Blinkit lists 18 dry shampoo titles. Nine of them are in more than a thousand dark stores each and the largest five sit in 1,781 to 2,013 of roughly 2,050 stores. Measured as average stores per listing, dry shampoo has the second-widest distribution of any hair segment on Blinkit — 583 stores per listing against shampoo's 257, hair oil's 463 and colour's 357. Only serums are more widely placed.

ProductBrandBlinkit storesIn stockPriceDisc.
Dry Shampoo MistLove Beauty & Planet2,01391%₹19615%
Hair Volumizing Dry ShampooSanfe1,95787%₹1981%
Air Powder Dry ShampooWishCare1,84590%₹49917%
EIMI Dry MeWella Professionals1,79880%₹42515%
Cheat Day Dry ShampooMoxie Beauty1,78193%₹6017%
Refresh Dry ShampooBBlunt1,67365%₹4989%
MakeMeeBoldUrban Yog1,49371%₹50041%
Revive & GoHair Pure1,33784%₹34930%
Instant Refresh (Benzene Free)Derm Ease1,00859%₹30956%

Blinkit, 8 September 2026. Discounts already run to 41% and 56% on the slower listings; price promotion is being used and is not moving the segment.

The rate of sale is a third of the shelf, in every window, on every platform

Indexing a segment's units per store per day against the same platform's entire hair shelf on the same days removes platform, seasonality and capture effects. Dry shampoo scores between 7 and 64 against a shelf average of 100. It has never once reached parity.

Dry shampoo rate of sale, indexed to the platform's whole hair shelf (100 = average facing)
Four independent windows, three platforms. No window and no platform reaches 70.
BlinkitInstamartZeptoshelf average = 100
21–25 Feb
53
58
35
10–15 Mar
45
52
6
20–24 Apr
23
64
18
1–12 May
33
55
7
average hair facing
100

The shelf grew; the sales did not

Between February and April, Blinkit expanded dry shampoo from 18 to 24 listings and from 14,540 to 18,359 store-days a day. Units per day went from 987 to 736. This is the specific signature of a category that has been distributed past its demand — the platform bought the story, put it everywhere, and the shelf did not respond.

+26%
store-days, Feb → Apr

Blinkit expanded the shelf.

−25%
units per day, Feb → Apr

Volume went the other way.

−41%
rate of sale, Feb → Apr

0.068 → 0.040 units per store per day.

There is no geographic pocket

Across 192 cities there is no city in India where dry shampoo exceeds about 1.3% of hair care value. It is also less metro-concentrated than the category it sits in: the top eight cities take 57% of dry shampoo against 64% of hair care. Blinkit and Instamart disagree on which metros over-index — Blinkit puts Bangalore at 136 and Instamart at 54 — which at this size is a reminder that city cuts here are noise, not signal. There is no beachhead to find.

What would change this conclusion

A single well-distributed listing sustaining a rate-of-sale index above 100 for a quarter. Nothing in four windows across three platforms and 16 tracked listings has come close; the best individual listing, Sanfe at ₹186, runs at 0.104 against a Blinkit shelf average of 0.193.

05

Batiste tried India this July and stopped within three weeks

Batiste is the world's largest dry shampoo brand — Church & Dwight reports a 37.5% combined share across its eight core markets and market leadership in each. It is the strongest possible test of whether the Indian problem is brand-building or demand.

Two readings are possible and both are useful. Either the platform trialled the brand and pulled it, in which case Blinkit's own read on the sell-through matches ours; or the brand tested and withdrew, in which case the global category leader concluded India was not ready. Neither reading supports a thesis that Indian dry shampoo demand is waiting for better execution.

Batiste on India's largest online grocer tells the same story from a different direction. On BigBasket the 200ml Batiste has 17 ratings. A single Dove shampoo SKU on the same retailer has 2,836.

BigBasket ratings, same retailer, same category tree
Ratings volume is the cleanest available proxy for cumulative purchases outside quick commerce.
Dove Intense Repair Shampoo340 ml
2,836 ratings · 4.1★
Mamaearth Onion Shampoo3 × 250 ml
785 · 3.9★
Batiste Dry Shampoo200 ml
17 · 3.8★
One number not to use

Batiste's Amazon.in listing shows 34,044 ratings. The page labels these "global ratings" — that ASIN pools reviews across marketplaces and is not evidence of Indian demand. India-created listings are the honest comparison, and those run: Epitight 1,293, Urban Yog 1,100, WishCare 453, BBlunt 397, Moxie 362.

06

The internet voice: this category is not being discussed at all

The sales data says dry shampoo does not turn. The conversation data says why — and it is not that people tried it and disliked it. It is that the problem the product solves is not a problem Indians talk about having.

India's largest hair community, 73 days, zero mentions

We scanned every comment of 60 characters or more posted to r/IndianHaircare between 29 June and 9 September 2026 — 21,539 comments. Two contain the string "dry shampoo" or "BBlunt", and both turn out to be about BBlunt's regular shampoo and its curl cream. Not one comment discusses dry shampoo as a product.

Share of the Indian hair conversation, by topic
r/IndianHaircare, 21,539 comments, 29 Jun – 9 Sep 2026. Percentage of comments matching each topic.
Hair growth / regrowth
14.37%
Hair fall / shedding
11.42%
Scalp health / itch
6.35%
Shampoo choice
5.54%
Dandruff / flakes
3.79%
Serum
2.02%
Conditioner
1.39%
Oiling / champi
1.33%
Gym / sweat
1.20%
Wash frequency
0.87%
Greasy / oily hair
0.45%
Travel
0.36%
Dry shampoo
0.01% — and both hits are false positives

Note what is missing as much as what is there. The problem dry shampoo solves — greasy hair between washes — is itself only 0.45% of the conversation. This is a community that talks almost exclusively about losing hair and growing it back. Cleanliness and refresh are not the axis Indian hair anxiety runs on.

Sampling bias, stated and corrected

r/IndianHaircare skews male and medical — minoxidil, finasteride, dermatologist referrals. Dry shampoo's buyer skews female. So we ran the same scan on r/IndianBeautyTalks, a female-skewed Indian beauty community: 15,307 comments over 18 days, 12 dry shampoo mentions — 0.08%. Correcting the bias moves the number by a factor of eight and leaves it two orders of magnitude below an adopted category. In the same corpus, sunscreen is 6.10% and serum 2.71%. Sunscreen is what a category that actually broke through in India looks like in this data.

A third sweep across r/TwoXIndia, r/IndianSkincareAddicts and r/india — 75,669 comments between 6 August and 9 September 2026 — returned three hits, one of which is about a face product. 146,573 comments scanned across five Indian communities; 14 discuss dry shampoo.

When greasy hair does come up, the answer is to wash more

"you just have oily hair and hair is sticking together you are fine. just shampoo your hair regularly"

r/IndianHaircare · 30 Aug 2026

"I used to have yellow large flakes earlier when I didn't do everyday shampoo. After I started shampooing, my dandruff got in control (not cured) but oily scalp never got away"

r/IndianHaircare · 30 Aug 2026

Water is not scarce for this consumer, shampoo is cheap and sachet-available, and the climate makes daily or alternate-day washing normal. A product whose core benefit is avoiding a wash is solving a cost that Indian consumers do not experience as a cost.

And the routine itself is hostile to the format

On a Hindi men's grooming video, the top questions under a dry shampoo segment are literally whether you have to remove it afterwards, and whether it works over applied product. The reply from a viewer who has used it is the honest answer: it does not work on oiled hair.

"aur dry shampoo use kar ne ke bad use hair me se remove kaise karna hai — means remove karna padta hai?"

YouTube · Hindi grooming channel · comment

"If you're applying oil and then spraying dry shampoo it can't work as it's a fixer for just a day, after that you've to use a regular shampoo"

YouTube · viewer reply on a Batiste review

"wanted smth like this since so long 😭 bcoz i have used 2-3 of them and it infact [made] my hair more oily"

YouTube · "Battle of TOP 10 Dry Shampoos in India", 29,391 views

"Is it healthy for the hair to use these dry shampoos?"

YouTube · same video · the recurring question

The products themselves rate badly

Across Amazon.in's dry shampoo bestseller list, the star ratings run 3.2, 3.3, 3.3, 3.4, 3.5, 3.7, 3.8, 3.9 for Wella, BBlunt, Sanfe, ThriveCo, Got2b, Love Beauty & Planet, Urban Yog and EleGanz. WishCare at 4.4 across 453 ratings is the exception, and it is also the format outlier — a no-aerosol powder.

Flipkart's complete review corpus for Urban Yog MakeMeeBold — 29 reviews in roughly two years for a product Blinkit stocks in 1,493 stores — is sharply bimodal: 18 five-star, 8 one-star, almost nothing in between. It works or it does nothing.

"So bad it doesn't work as dry shampoo"

Flipkart · 1★ · South District

"Fragrance are good but Product is not Working"

Flipkart · 1★ · Siliguri · May 2025

"Useless. Causing severe headache on use"

Flipkart · 1★ · Thiruvananthapuram · Dec 2024

"I have used this 3 times, and i got dandruff"

Flipkart · 1★ · Mhow · ~Aug 2026
07

The one thing that does work: Indians who like dry shampoo use it for volume, not to skip a wash

The twelve dry shampoo mentions we found in the beauty community are worth reading individually, because they do not say what the category's marketing says. They are positive, specific, and they describe a different job.

"dry shampoo is a game changer for volume even when it's not super oily, I do the same thing — have you tried putting it in at night instead of the day of? gives it time to absorb and you wake up with way better texture, less that powdery look too"

r/IndianBeautyTalks · 4 Sep 2026

"Also love using dry shampoo even though scalp isn't too oily because of the volume it adds"

r/IndianBeautyTalks · 4 Sep 2026

"dry shampoo at roots and then a quick blow dry upside down, makes flat hair look alive"

r/IndianBeautyTalks · 27 Aug 2026

"the anomaly dry shampoo, it doesn't leave a white cast on my scalp which is the biggest plusss"

r/IndianBeautyTalks · 8 Sep 2026

"batiste works fine for me, just don't go overboard with it or your scalp will feel like chalk"

r/IndianBeautyTalks · 30 Aug 2026

"never found a dry shampoo that actually tames my waves for hours, they all work for like 20 minutes then the frizz creeps back in"

r/IndianBeautyTalks · 7 Sep 2026

"as someone who already finds jewelry, dry shampoo and some makeup products very over stimulating, I CAN NEVER FEEL COMFORTABLE WITH A LIQUID/POWDER ON MY HAIRLINE 😭 and doing it everyday, what a hassle to clean"

r/TwoXIndia · 15 Aug 2026

The pattern across all fourteen mentions is worth stating plainly: nobody describes dry shampoo as a routine. It is an occasional trick for an event, an early class, or flat hair — and in every case the alternative it displaces is one wash, not a habit.

The shelf data agrees. On Blinkit, over four windows and 16 listings, the powder formats out-turn the aerosol sprays despite costing 50% more — 0.066 units per store-day at a median ₹678 against 0.051 at a median ₹450. The best-rated product in the country on Amazon is WishCare's Air Powder, whose entire proposition is "no white cast & no aerosol". The fastest-selling listing is named Hair Volumizing Dry Shampoo.

FormatListingsMedian priceRate of sale
Powder (shaker / brush)4₹6780.066
Mist / liquid2₹3720.062
Aerosol spray10₹4500.051

Blinkit, Feb–May 2026, listings above 3,000 store-days. n = 16; directional, not significant on its own — but it points the same way as the voice evidence and the ratings.

The honest version of the opportunity

If there is a business here it is a root-lift texture powder that happens to absorb oil — sold next to styling, priced against styling, and bought by women with fine, flat hair who wash often. It is not a wash-replacement product, and it is not a mass one. Note also what this does to the size of the prize: styling is 8.2% of quick-commerce hair value and turns at 0.072 on Blinkit, itself one of the two slowest segments on the shelf. You would be moving from a very small, badly-positioned category into a small, correctly-positioned corner of another slow one.

Two facts also argue against price being the fix. Within dry shampoo the correlation between price and rate of sale is rho −0.35 at p = 0.18 — statistically indistinguishable from zero across 16 listings. And the platforms are already discounting: 41% off Urban Yog, 56% off Derm Ease, 30% off Hair Pure. Those are the three slowest listings on the shelf.

08

Where the demand actually is on this shelf

If the reason for looking at dry shampoo is that it seems underserved, the same test applied across the whole hair shelf finds better answers. Indexing each claim's rate of sale against its own platform's shelf average produces a consistent, and slightly uncomfortable, ranking.

Rate of sale by product claim, indexed to the platform's whole hair shelf
100 = average hair facing. Blinkit and Zepto agree on the ordering; Instamart is excluded because of listing duplication.
BlinkitZepto
Anti-dandruff75 Blinkit SKUs
179
106
Keratin / repair108 SKUs
171
111
Hair fall / growth154 SKUs
80
82
Ayurvedic / herbal236 SKUs
74
66
Anti-frizz39 SKUs
49
66
Men's grooming29 SKUs
61
89
Sulfate / paraben-freethin on Blinkit
40 · only 5 SKUs
60
Actives-led growth serumsredensyl / anagain / procapil
35
74
Curly hair61 SKUs
38
20
Dry shampoo23 SKUs
33
7
Volumising25 SKUs
30
52

The claims that a new D2C brand would naturally choose — curly, volumising, hair fall, actives-led growth serums — are the ones that turn below shelf average, and they already carry the most listings. Hair fall and growth is the clearest example: 154 Blinkit listings and 10% of value at an index of 80. Narrow it to the premium actives (redensyl, anagain, procapil) and it gets worse — index 35 on Blinkit, 74 on Zepto, at an average selling price of ₹620–843. That is a crowded, over-priced claim, not an unmet need, and the community data explains why it looks unmet: it is what everyone talks about, so it is what everyone launches into.

The single most useful line in this report

The loudest topic in the Indian hair conversation — regrowth, at 14.4% of comments — is attached to the worst-converting shelf we can measure. What people post about and what they buy are not the same list, and a brand built off the conversation alone would launch straight into the crowded end.

Two structural gaps worth a second look

0.429
Conditioner rate of sale, Blinkit

The highest of any hair segment — above shampoo's 0.407 — achieved on 120 listings and 185 stores per listing, against shampoo's 360 listings and 257 stores. Conditioner converts better per facing than shampoo and gets a third of the assortment and 8.5% of value on Blinkit. Instamart, which gives conditioner 22.5% of its hair value, shows what the ceiling looks like.

179 / 171
Anti-dandruff and keratin-repair index

Both turn far above shelf average, on Blinkit and Zepto alike, and both are unglamorous. Anti-dandruff does it on 75 listings at an average selling price of ₹290 — a functional, medical-adjacent claim that matches what the community actually reports having (dandruff and scalp complaints are 10% of the conversation between them).

A trap in this analysis, flagged because it nearly made the report

A naive "men's" filter returns an index of 176. It is an artefact: the bucket is dominated by Godrej Expert Hair Colour for Women & Men ₹38–40 sachets, which match "for men" and are not a men's product. Scoped properly to men's grooming lines, the index is 61 on Blinkit and 89 on Zepto — below shelf average. The men's hair shelf here is wax, gel and spray, sold to an audience whose conversation is about hair loss.

What the industry itself is launching

541 new hair listings appeared on Blinkit between April and September 2026. Shampoo took 130, hair colour 96, conditioner and masks 79, serum 67, styling 57, hair oil 50 — and dry shampoo five, four of which were the Batiste entry that has since disappeared. On Zepto over the same nine months: 298 new shampoos, six new dry shampoos. The most active launchers are Paradyes (22), Pilgrim (21), Indus Valley (20) and Bare Anatomy (20).

09

If you build a dry shampoo anyway, these are the constraints the data sets

The evidence above argues against the category, but the decision is not ours. If the call is to go ahead, five things in this data are specific enough to design against.

  1. Sell volume, not wash-skipping. Every positive Indian verbatim we found is about root lift and texture; every negative one is about the product failing to clean. The wash-replacement claim is being tested against a consumer who washes anyway, and it loses.
  2. Powder, not aerosol. Powders out-turn sprays at a 50% price premium, the highest-rated product in the country is explicitly "no aerosol", three separate listings compete on "benzene-free", and one of the recurring Flipkart complaints on a spray is a headache. Aerosol carries a safety objection in this market that the category has not answered.
  3. "No white cast" is the only claim consumers volunteer. It appears unprompted in the beauty community, in the YouTube comments and in three product names. It is table stakes, not a differentiator — but a product that fails it is dead on arrival.
  4. Price below ₹250, not at ₹500. The ₹150–199 band converts 8.9% of Blinkit's hair assortment into 25.6% of its units. Dry shampoo's ₹509 median sits in the band where the whole shelf stops turning. Note the caveat: within dry shampoo we cannot show price causes volume (rho −0.35, p = 0.18), so treat this as the shelf's rule rather than a proven lever for this segment.
  5. Do not budget for distribution; budget for a reason to buy. The category already has 1,700–2,000 Blinkit stores available to it. Placement is not the bottleneck and paying for placement will not fix the rate of sale.
10

Implications and diligence questions

Implications

Diligence questions before committing

11

Method and what the data cannot say

Three independent evidence bases were used so that no conclusion rests on one of them. Where they disagree, that is noted in the text rather than averaged away.

Shelf data

10,807 tracked listings across Blinkit, Swiggy Instamart and Zepto, built from each platform's own hair taxonomy and then segmented by a name-first classifier. Sizing uses 1–12 May 2026 with 20–24 April as an independent cross-check; segment shares differ by under 1.5 points between them. Distribution, price and availability figures are current to 8 September 2026.

Why sizing does not use recent data: sales capture degrades platform-wide from mid-June. Blinkit listings recording any sale across all categories: 16,925 on 22 April, 17,279 on 5 May, 7,735 on 25 June. This is not specific to hair or to dry shampoo, and any share computed on August or September sales would be an artefact of it. Listing facts — stores, prices, stock — remain reliable throughout.

Rate of sale is compared within a platform only. Instamart duplicates product identifiers four to five times, which understates each listing's store base and inflates its apparent velocity. Every velocity figure here is indexed against the same platform's own hair shelf on the same days.

Conversation data

Complete comment corpora, not keyword searches: every comment of 60+ characters from r/IndianHaircare between 29 June and 9 September 2026 (21,539 comments of 40,502 scanned) and from r/IndianBeautyTalks between 23 August and 9 September 2026 (15,307 of 30,402), plus a targeted sweep of 75,669 comments across r/TwoXIndia, r/IndianSkincareAddicts and r/india. All matching is done locally so that every percentage has a real denominator. Plus comment threads from four Indian dry shampoo review videos on YouTube.

Both communities skew toward engaged, urban, English-speaking consumers, and r/IndianHaircare skews male and toward medical hair loss. Neither is a poll. They are used here to measure relative share of attention between topics within the same corpus, which is robust to that skew.

Marketplace data

BigBasket rating counts and star histograms (server-rendered, complete), Flipkart's full public review corpus per product, and Amazon.in category bestseller ranks with rating counts. Amazon ratings on imported ASINs are pooled globally and are excluded from Indian demand claims wherever the page says "global ratings".

What this report cannot tell you

It measures three quick-commerce apps and the open internet. It does not see general trade, modern trade, salons, Nykaa, Myntra or brand websites — and Nykaa in particular is where a premium dry shampoo would most plausibly have a following that this panel would miss. It also cannot separate "the product is wrong for India" from "every product tried so far has been wrong for India": the strongest evidence for the first is that the global leader tried and stopped, and the strongest evidence for the second is that the one differentiated format, a no-aerosol powder, is also the best-rated and fastest-turning.