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Research

Between the Receipts: retail headlines, tested against the shelf

Between the Receipts is Data Purl's research series: retail and consumer headlines tested against the shelf. Each finding states the claim, what matched-SKU prices, promotions and assortment actually show, and a verdict: Confirms, Complicates, Mixed or Snapshot. Category and theme findings are published here; company-level stories are in the client editions.

ComplicatesBTR Vol 5·September 2026

The plus-size pullback: what the size data shows

+3.7ptplus-size share change at value retailers

SnapshotBTR Vol 5·September 2026

Inflation in the shelf: hard goods up, apparel down

+20%jewelry

ConfirmsBTR Vol 5·September 2026

Motor oil: the supply squeeze is on the sticker

+10%matched-SKU motor oil price index, May to August 2026

ComplicatesBTR Vol 4·August 2026

Appliance tariffs: list prices absorb them, promotions give them back

3 monthsmedian matched appliance price unchanged after the tariff

ConfirmsBTR Vol 3·August 2026

The memory-chip surge is climbing the retail shelf

+62%memory and storage (SSDs, cards, drives)

ComplicatesBTR Vol 2·July 2026

TV prices: the cheap deals are new models, not cuts on old ones

100same-SKU TV list-price index after one year (no change)

ComplicatesBTR Vol 1·April 2026

One year of tariffs: Chinese brands gained shelf share in US home

21 of 23home categories where Chinese-origin brands gained shelf share

The client editions

Each volume also tests company-specific headlines (brands, retailers and listed companies) against the shelf. Those stories, with their figures, queries and charts, are published to clients.

BTR Vol 5

September 2026 · 14 stories

The plus-size size curve, athletic and athleisure promotions, denim, department stores, home improvement tariff refunds, pet DTC, a licensing portfolio read-through

BTR Special: Athletic Footwear

September 2026 · 28 stories

Shelf share, demand, promotions, pricing and retro cycles across the athletic footwear category, with signposts

BTR Vol 4

August 2026 · 16 stories

Premium apparel pricing, full-price strategies, footwear share, UK promotions, wearables, appliance tariffs, home improvement demand

BTR Vol 3

August 2026 · 11 stories

The memory-chip surge, tariff-refund margins, discount duration, full-price brands, athletic share, luxury pricing

BTR Vol 2

July 2026 · 7 stories

Tariff price increases in tools, household goods, luxury pricing, TVs, footwear and apparel discounting

BTR Vol 1

April 2026 · 4 stories

One year after tariffs: brand origin across US home categories

Get the full volumes

Clients receive every Between the Receipts story, including company-level findings, the queries behind them and the data. Start free, or talk to the founders about client access.

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Data Purl turns public retailer websites into investment-grade data: SKU-level price, discount, availability and assortment history across 400+ retailers back to 2013, with brands resolved to their owners, public or private, and listed owners mapped to tickers.

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