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Channel & Shopper

Who the independent channel actually is — bodegas, urban grocers, and the shoppers in front of them.

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Channel & Shopper

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Channel & Shopper
Why independent-store data doesn't extrapolate to chains

Chain vs independent data: why independent-store scan data describes its own channel and shouldn't be scaled up to stand in for chain retail.

Aug 7, 20264 min read
Channel & Shopper
Bodega staples: bread, milk, and eggs through a data lens

Bodega staples like bread, milk and eggs give analysts a steady baseline. What staples data can show about a store, and what it can't.

Aug 1, 20264 min read
Channel & Shopper
Convenience vs. grocery: why the shopping trip differs

The convenience store shopping trip is short, specific and often unplanned. How it differs from a grocery trip and what that means for brands.

Jul 20, 20264 min read
Channel & Shopper
Daypart analysis in small-format retail

A small store can behave like several different shops across a day. What daypart analysis shows and how to act on it.

Apr 15, 20264 min read
Channel & Shopper
Trip missions: inferring purpose from a basket

Baskets carry evidence of why a shopper came in. What can be inferred, what cannot, and how to use the inference responsibly.

Apr 13, 20264 min read
Channel & Shopper
Bodega retail trends: America's most underestimated format

Bodega retail trends deserve serious attention. Why the corner store endures, why market data long overlooked it, and what brands can learn.

Feb 7, 20265 min read
Channel & Shopper
Independent grocery: a channel distinct from the chains

Independent grocery data tells a different story from chain data. What defines the channel, how it behaves, and why brands should read it separately.

Jan 31, 20265 min read
Channel & Shopper
Urban retail data: why city stores read differently

Urban retail data reads differently because of store format, trip patterns, and density, not shopper mystique. How to read city stores fairly.

Dec 31, 20254 min read
Channel & Shopper
SNAP and EBT retail data: what scan data can responsibly show

What SNAP and EBT retail data can responsibly show: aggregate, anonymized patterns in independent stores, and the ethical lines that shouldn't move.

Dec 29, 20255 min read
Channel & Shopper
What CPG brands can learn from corner stores

What corner stores teach CPG brands about independent retail: early demand signals, single-unit price behavior, and neighborhood-level variation.

Nov 22, 20255 min read
Channel & Shopper
Why independent stores are a market data blind spot

Independent retail data is scarce in traditional datasets built on chain feeds. Here's why the blind spot exists and how scan data is closing it.

Nov 17, 20255 min read
Channel & Shopper
The independent retail channel: what it is and why it matters

The independent retail channel explained: what counts as an independent store, how the channel differs from chains, and why brands should watch it.

Nov 15, 20255 min read

Channel & Shopper

All topics

Channel & Shopper

Why independent-store data doesn't extrapolate to chains

Bodega staples: bread, milk, and eggs through a data lens

Convenience vs. grocery: why the shopping trip differs

Daypart analysis in small-format retail

Trip missions: inferring purpose from a basket

Bodega retail trends: America's most underestimated format

Independent grocery: a channel distinct from the chains

Urban retail data: why city stores read differently

SNAP and EBT retail data: what scan data can responsibly show

What CPG brands can learn from corner stores

Why independent stores are a market data blind spot

The independent retail channel: what it is and why it matters