Beagle Network · Quick Commerce Atlas

A small-city dark store, by the numbers

Mandya.

One Blinkit dark store, ninety-five kilometres south of Bangalore. About eight thousand SKUs on shelf, and roughly one-sixth the tracked revenue of a flagship Bangalore store. The smallest store in its cluster — and a study in what quick commerce looks like once you leave the metros.

Super Store Mandya Ashok Nagar · ES10Mysuru cluster · catalog roughly 35% smaller than the core Mysuru-city stores.
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By the numbers

What the store carries, and where it sits in the cluster.

Total tracked SKUs

7,921

Cumulative SKUs we've seen on shelf at the Mandya dark store.

Active SKUs monthly

2,155

~27% of catalog actually sells in a typical month.

Revenue index

16 / 100

Mandya's tracked revenue, relative to Indiranagar (=100).

Cluster rank

#9 of 9

Smallest store in the Mysuru cluster + Bangalore reference set.

A note on revenue: category coverage isn't uniform across stores, so we show tracked revenue indices rather than absolute figures. Indiranagar sits at the top of the set and anchors the scale at 100.

The catalog

Half the shelf is packaged food. The other half is mostly soap, shampoo, and ice cream.

Personal care leads on SKU count. Cooking oils, biscuits, ice cream and detergents follow. Electronics and toys are present, but thin.

FMCG Food
3,996 · 50.4%
FMCG Non-Food
2,745 · 34.7%
General Merchandise
783 · 9.9%
Pet Care
279 · 3.5%
Other
120 · 1.5%
07,923 SKUs total

The shelf, broken down.

Top sub-categories by cumulative SKU count, coloured by their retail bucket.

Personal Care
1,144
Dry Fruits, Masala & Oil
712
Beauty & Cosmetics
692
Bakery & Biscuits
575
Cleaning Essentials
499
Electronics & Electricals
489
Munchies
437
Sweet Tooth
422
Sauces & Spreads
386
Instant & Frozen Food
381
Dairy & Breakfast
304
Pharma & Wellness
299
Organic & Premium
271
Toys & Games
265
Atta, Rice & Dal
100
Pet Care
89
Tea, Coffee & Health Drinks
79
Tea, Coffee & Milk Drinks
75
Baby Care
58

The long tail

Two thirds of the catalog earns nothing in a given month.

About 1,966 SKUs at Mandya sold at least one unit in our clean-day sample. Roughly 5,800 didn't. The ones that do sell aren't especially concentrated either — you need 250 SKUs to cover half of revenue.

Top 10 SKUs
7.4%
of monthly revenue
Top 100 SKUs
29.5%
of monthly revenue
Top 500 SKUs
67.3%
of monthly revenue
Top 1,000 SKUs
88.2%
of monthly revenue

For a small-city store this is a healthy distribution — the revenue isn't held up by a handful of items. But it does mean the assortment carries a long tail of slow movers: ~73% of the catalog doesn't turn in a typical month.

The peer set

Smallest in the cluster, by some distance.

Stacked against the six other Blinkit stores in the Mysuru cluster plus two Bangalore reference stores. Catalog depth on the left; tracked revenue index (Indiranagar = 100) on the right.

Indiranagar
Tier-1 premium urban
12,755
100/100
Kuvempunagar
Mysuru core
12,239
99/100
Gokulam
Mysuru core
12,153
85/100
JP Nagar
Mysuru core
11,777
50/100
Vijay Nagar
Mysuru core
12,459
48/100
Ansaar
Mysuru core
11,872
47/100
E-City
Tier-2 IT suburb
13,631
45/100
Alanahalli
Mysuru fringe
8,275
23/100
Mandya
Small-city Karnataka
7,921
16/100
Store
Total tracked catalog (SKUs)
Tracked revenue index
Bangalore (reference)Mysuru core / fringeMandya (this store)

Index reflects revenue from categories we track. Coverage varies across stores, so actual revenue gaps are likely narrower than the indices suggest — particularly for smaller stores.

Where the money comes from

As you walk from Mandya to Indiranagar, the food share melts away.

Each row is one store, with tracked GMV split across four retail buckets. Six out of every ten rupees we see at Mandya are packaged food. At Indiranagar, just three.

Mandya
62.9%
30.2%
Alanahalli
56.6%
35.6%
Kuvempunagar
48.5%
32.4%
16.3%
Gokulam
50.7%
28.9%
15%
JP Nagar
43.1%
33.2%
20.8%
Vijay Nagar
41.7%
34.2%
21.1%
Ansaar
45.3%
36.9%
14.2%
E-City
39.3%
31.6%
25.1%
Indiranagar
30.8%
18.6%
48.5%
FMCG FoodFMCG Non-FoodGeneral MerchPet CareOther
FMCG Food
62%

of Mandya's GMV. Almost double Indiranagar's 31% share.

General Merchandise
5%

at Mandya vs 49% at Indiranagar — no fans, monitors, or Fire TV sticks selling here.

FMCG Non-Food
30%

remarkably stable across the cluster. The most format-independent category.

On the shelf

Ghee. Ice cream. Oil. Detergent. Repeat.

The fifteen biggest-selling items at Mandya, by relative revenue (top SKU = 100). Notice the rhythm: cooking oils, ice cream tubs, atta, detergent — with a small premium intrusion via protein oats.

01
Nandini Pure Cow Ghee Pouch
Nandini
Dairy
100
02
Hocco Aamchi Mango Ice Cream Cup
Hocco
Ice Cream
56
03
Amul Vanilla Magic Ice Cream Tub
Amul
Ice Cream
48
04
Yoga Bar High Protein Oats - Dark Chocolate
Yoga Bar
Breakfast
45
05
Freedom Refined Sunflower Oil
Freedom
Cooking Oil
45
06
Ariel Power Gel Front Load Liquid Detergent
Ariel
Detergent
44
07
Sunpure Refined Sunflower Oil
Sunpure
Cooking Oil
44
08
Amul Butterscotch Bliss Ice Cream Tub
Amul
Ice Cream
43
09
Amul Chocolate Brownie Ice Cream Tub
Amul
Ice Cream
42
10
Pintola High Protein Oats Dark Chocolate
Pintola
Breakfast
38
11
Fortune Refined Sunflower Oil
Fortune
Cooking Oil
36
12
Kwality Walls Alphonso Mango Ice Cream Tub
Kwality Walls
Ice Cream
33
13
Amul Choco Chips Ice Cream Tub
Amul
Ice Cream
32
14
Surf Excel Matic Top Load Detergent
Surf Excel
Detergent
31
15
Aashirvaad Atta 10 kg
Aashirvaad
Atta
28
#
Product
Category
Index

The top of the table is almost entirely mass-market essentials. Nandini ghee takes the #1 slot — a Karnataka co-operative dairy, deeply local. Amul shows up five times in the top fifteen, all ice cream tubs.

Yoga Bar and Pintola protein oats are the only premium intrusions — a small but real foothold for D2C health brands even in a small-city store.

Brand concentration

Indiranagar is a winner-takes-most market. Mandya is a fatter middle.

How many brands does it take to make up half of a store's revenue? At Indiranagar — ten. A single brand alone does almost 16% of the GMV (premium electronics). Mandya needs 53 brands to cover half, and the top brand is just 5.8%.

StoreTop brand shareBrands → 50% GMVBrands → 80% GMVTotal brands sold
Indiranagar15.7%10146
903
Mandya5.8%53179
582
Alanahalli2.9%65205
717
Gokulam2.9%78258
1002
Kuvempunagar2.2%83266
1020
E-City3.5%84286
1034
JP Nagar2.5%87276
940
Ansaar2.4%89282
930
Vijay Nagar2.3%89279
961

Indiranagar's top brand share (15.7%) is a single big-ticket electronics brand doing outsized GMV per unit. Mandya sells fewer brands overall (582 vs ~1,000 in core Mysuru), but those brands share the pie more evenly — closer to a kirana-style basket than a flagship lifestyle store.

The takeaway

What a small-city dark store looks like, from the inside.

01

A packaged-FMCG outlet, not a grocer.

Half the catalog and 60% of tracked revenue is FMCG food. Personal care and cleaning hold the other third. Lifestyle categories barely register.

02

Smallest in the cluster, by a real margin.

Tracked revenue at ~16 on a scale where Indiranagar = 100. The Mysuru core stores cluster between 47 and 99. Even Alanahalli, the next-smallest, runs ~50% larger than Mandya.

03

Catalog is wide; depth is shallow.

~8,000 tracked SKUs, but only 27% sell in a month. The store carries a long tail of slow movers.

04

Local champions are visible in the data.

Nandini ghee is the #1 SKU. Arun ice cream (a South Indian brand) sits in the top 15. Quick commerce in Mandya is still a local-brand market.

The shape of Blinkit Mandya is a fair read on what quick commerce looks like at the lower end of the city-tier curve — an essentials-first catalog with a thin aspirational layer, and almost no contribution from lifestyle categories.