For CPG brands, retailers and category managers

Grocery retail data for brands and retailers

Investigate store-level observed availability, pricing and grocery promotions with Peanut Shopper. Connect catalog context with dated source observations to explore assortment and promotion questions.

Coverage is selective. Observed listings are not guaranteed shelf stock, a complete market census, or a promise of real-time inventory.

Discuss your data use case · Explore the public soda example

What we track

Assortment signals

Which supported sources list a product at an observed store, including missing or unknown availability signals.

Observed prices

Source-reported regular and promotional prices where present. Package size, store, date and conditions matter.

Weekly promotions

Published flyers with store or regional context and offer validity periods. Expired offers document history.

Example insights: soda and beverages

Examples below come from the loaded public beverage summaries, not a ranking of the full market. Availability percentages use only the observed listings for that product. Prices can span packages or source offers; verify the exact product details.

Saved snapshot examples; live refresh is unavailable and observations may be stale.

12pk Fanta Ghost Face Punch - 144 fl oz

80 observed listings · last observed 2026-09-30

70.0%

56 / 80 reported available

Observed price: $5.99–$12.99

Compare and export public soda summaries

Three data types, three different meanings

Catalog: Store and product identities, names, locations and package information. A catalog record alone does not establish store-level availability.
Observations: What a source reported about a product, price or availability at a specific store and time. Unknown signals and missing prices remain unknown.
Promotions: Time-limited flyer offers with applicable dates, regions, sizes and conditions. Historical offers are not current prices.

Public beverage coverage snapshot

1,497stores with beverage observations

6,389canonical beverage products

2026-10-08last source refresh (UTC)

This is the beverage dataset, not the complete store directory or nationwide coverage. Counts reflect the read model at its last refresh; individual observation dates vary.

Live data is unavailable. Any figures shown are from the last saved snapshot and may be stale.

We associate source listings with stores and products, retain observation dates when available, and keep dated flyer promotions separate. Missing records do not establish absence from a store. Retailer names identify sources and do not imply partnerships.

Inspect public beverage observations · Retail data for brands · Coverage limitations

Methodology and limitations

Public retailer listings, feeds and circulars provide source evidence. Product normalization groups related records; family views may include different packages. Flyer OCR can contain errors. Refresh depends on source publication, access and successful processing; timestamps describe the available evidence, not a service-level guarantee.

Use exact product and store details for comparisons. Retailer names and logos identify sources and do not imply an endorsement or partnership.

Read coverage and freshness details

Historical models and deeper catalog questions

Discuss the category, stores, fields and time period you need beyond the public beverage sample. Historical depth, retained observations, deeper catalog access and any commercial delivery model must be reviewed for your use case. Public examples do not establish that a requested history or feed is available.

Request data access / Discuss a use case

Describe your question so we can discuss coverage, relevant fields and potential access. Commercial feeds, historical depth, pricing and service levels require confirmation.

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