Coffee shipping audits

Coffee ships perishable roast-to-order SKUs where transit time is product quality. Subscription cadence and carrier choice directly affect freshness. These audits trace each brand's subscription shipping disclosure, transit-time guarantee, carrier selection, and international customs handling for green vs roasted.

96 published audits6 recurring issue patterns

Latest coffee audits

Sorted by published date

Common findings across coffee brands

Issues that recur across multiple audited merchants. The same detector firing across the category usually points to an under-served industry convention rather than a single brand problem.

Frequently asked questions

What does a coffee shipping audit cover?
Our coffee shipping audits analyze each merchant's carrier selection, lost-package policy, international coverage, return shipping terms, catalog weight completeness, currency presentment, and retention-app exposure. We flag specific issues by severity and estimate dollar impact where the data supports it.
How are the issues detected?
Each audit runs 16 rule-based detectors against crawled storefront data, observed Shopify/app signals, and Apollo company enrichment. Every detected issue cites the source signal — no AI hallucination in detection, only in rewriting the fix recommendation.
Is this data live?
Audits are refreshed when we re-crawl the store. Carrier mentions, policy text, and app fingerprints update weekly. Apollo company signals refresh monthly. Each page shows the analysis version and compose timestamp.
Can a brand dispute a finding?
Yes. Merchants can contact us at support@shipxray.com with corrections or context. Suppressed issues remain in the database with a merchant_correction reason but are removed from the public render.

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