A district town in western India. A leading national beverage brand has, on the official distribution sheet, very high numeric distribution in the trading area — most beverage-relevant outlets are stocked on paper. The brand also has, in the cooler share dashboard, a strong reported cooler presence. And in the salesman beat plan, every relevant outlet is mapped at a high planned call frequency.
On a weekday morning, I walked a representative sample of those outlets in a stretch of about two kilometres along the main bazaar. Roughly half had the brand on premises. Of those that did, most carried only a thin range in the cooler, with no chilled stock in the back-up pack. A few had warm stock on the rack only. A small minority were stocked correctly. Across the same sample, a regional cola I had not heard of before that morning was present in the clear majority of outlets — all chilled, all in the front of the cooler, at a unit price three rupees lower.
National share said the big brand was winning this town. The bazaar said something else.
This is the gap I want to write about. It is, in my view, the most common growth story missed by funds and by founders looking at large incumbents in India today.
What national share actually measures
Aggregate share data — syndicated panels, retail audits, sell-out feeds — measures the country as a single pool. It tells you how many cases moved through the system. It does not, in any meaningful way, tell you whether your brand was the right brand at the right moment in the right outlet.
In a country of roughly twelve million beverage-relevant outlets, a national share figure is a heavy average. It is dominated by the top quintile of outlets and the top quartile of cities. Inside that average, the bottom three quintiles can be doing anything. They can be losing share quietly for two consecutive years before the aggregate ticks down enough to alarm anyone.
For a fund evaluating an incumbent or a challenger, this matters. Two brands with the same national share can be in radically different shape. One of them is well-distributed in 150 cities and thinly distributed in 600. The other is reasonably distributed in 400 cities. The second is a more durable franchise. The first is on borrowed time, even if its share line looks fine this year.
The illusion of presence
The phrase I keep encountering in growth conversations is “we are present in one million outlets.” It is treated as a sufficient answer. It is, on its own, almost meaningless.
Presence has at least four useful meanings, and only one of them moves volume.
The first is listing presence — the SKU is in the distributor’s invoice. This number is what gets reported up the chain. It is also the most decoupled from reality.
The second is stocking presence — there are physical units inside the outlet on a given day. This already filters out about a quarter of the listing number in most networks I have audited.
The third is visible presence — the units are on the shelf, in the cooler or on the secondary, where a shopper can see and select them.
The fourth is chilled visible presence — and in a beverage category in India, this is the only number that matters at the moment of decision. It is, almost always, the smallest of the four numbers.
In every market I have walked, the gap between the listing number and the chilled-visible number sits in the range of a third to half. A brand that reports a presence of, say, one million outlets may, on a hot afternoon, have a far smaller number of outlets where the shopper actually has a chilled bottle to point at. Right Visibility and Right Cold Availability, in my framework, are exactly the two rights that decide whether listing translates into a sale.
Why local players win these gaps
Large brands lose local for a structural reason, not a strategic one. Their execution rhythm flattens.
A regional brand running ten districts can afford to send the brand head to a market visit every quarter. The salesman sees the brand head twice a year. The retailer sees the regional sales manager every month. The cooler audit happens because the area is small and the leakage shows up immediately. The pack-price ladder is tuned to local water rates, local festivals, local truck-route timings.
A national brand running 600 districts cannot, by physics, run the same rhythm. It has to standardise. It runs a national planogram, a national beat plan, a national pack ladder, a national price action calendar. The standardisation is not a mistake. It is what makes the national brand operate at scale. But the standardisation is also, inevitably, a flattening. The national plan is correct on average and wrong in every individual district by some amount.
The regional player is the one who arbitrages that local wrongness.
I have seen versions of this play out across multiple categories and regions — juices in the east, flavoured milk in coastal pockets, carbonates in inland districts, dairy beverages across the Hindi belt. The pattern is the same. The local player wins the cooler in the relevant outlets of the geography, holds price a few rupees below the national, runs a tighter beat with a smaller distributor team, and quietly takes a meaningful chunk of local share before the national brand reacts. By the time it reacts, the local player has built outlet-level loyalty that takes two summers and a hard price war to dislodge.
What this means for a fund thesis
If you are a fund looking at this category, two questions are worth asking before any of the standard ones.
The first is what is the brand’s chilled-visible presence in its top performing districts. This is a measurable number. It can be audited in a fortnight by a competent field team. It will tell you more about the durability of the brand than its national share line.
The second is what is the brand’s local execution rhythm in its second-tier and third-tier districts. Is the cooler being audited monthly. Is the planogram being reset quarterly. Is the beat plan being walked by a regional sales manager more than once a year. If the answer is no on any of these in a meaningful share of districts, the brand has, in my view, an under-recognised local-readiness liability that will show up in the share line over the next 18 to 30 months.
The brands that look durable on a national share dashboard but are quietly losing local execution rhythm are a category of investment that I think is mispriced today.
The shift this implies
A useful reframe is to stop thinking of distribution as intensity and start thinking of it as depth-by-district. Intensity asks how many outlets the brand reaches. Depth-by-district asks how completely the brand is doing its job in each district it claims.
In Indian beverages, intensity is, at this point, a relatively cheap thing to buy. Distributors will list. Salesmen will visit. Listing presence is a few quarters and a few crores of trade spend away. Depth-by-district is a different animal. It requires a regional rhythm. It requires capability investment in the local sales team. It requires the discipline to walk a market with a tape measure and a thermometer and not with a spreadsheet.
If you’re looking at this in your category, that’s the kind of work we’d start with — district by district, not country-wide.