TrueShelf resources
How we prepare our resources
Our resources help suppliers and brokers work through reporting questions. This page explains how we use sources and examples, what a TrueShelf byline means, and how to request a correction.
Sources and access
We link published sources for retailer-specific statements. A source describes the product or rule at the time it was published; your current retailer documentation and agreement determine your access. Our guides do not establish universal access to a report, field, or feed.
AI assistance and authorship
We use AI to help research, structure, draft, and edit content. A TrueShelf byline identifies the publisher. It does not imply that Walmart endorsed the article or that a named practitioner personally tested every workflow. We identify a human reviewer only when that person has reviewed the material.
Examples and calculations
Synthetic examples use invented items, stores, and numbers to explain a method. They are labeled and kept separate from customer evidence. Worksheets state their assumptions and show the calculations so readers can check the result. Breaking a total change down by item shows how much each item contributed. It does not prove why sales changed.
Updates and corrections
Article dates distinguish first publication from substantive updates. Calendar source notes distinguish published reporting periods from calculated planning years. If a definition, calculation, source, or explanation needs correction, emailhello@trueshelf.ai with the page and the detail we should check.