Aggregated audit research
FeedShield Research Team
The FeedShield Research byline is used on articles built primarily from anonymized, aggregated data across our 87,976+ audit-check dataset. When you see this byline, the article reports trends pulled directly from production scans across 80+ stores, with no individual store identified. Findings are reviewed for accuracy before publication.
Focus areas
Audit data analysisGMC compliance trend reportingAggregate failure-pattern researchBenchmarking ecommerce compliance
Recent articles
Guide · 15 min
Top 10 GMC Disapproval Reasons (Ranked by Frequency, 2026)
The 10 disapproval reasons that account for 88% of all flags across 87,976 audit checks. Each one ranked by how often we see it, plus the fix path and ETA to re-approval.
Guide · 12 min
Feed Price Mismatch in GMC: 7 Causes and Fixes (2026)
Price mismatch between your product feed and your landing page is the #1 cause of GMC disapprovals. Here are the 7 root causes from our audit data and the fix for each.
Guide · 10 min
GMC Compliance Score: What It Is and Why It Matters
A compliance score is a single number that tells you how close your store is to a Google Merchant Center suspension. Here is how it works, how to interpret it, and how to use it.
Strategy · 11 min
AI in GMC Compliance: What's Real and What's Hype (2026)
AI tools claim to automate Merchant Center compliance. What actually works in 2026: feed optimization, issue diagnosis, appeal drafting. What does not: full auto-remediation. The honest breakdown.
Guide · 14 min
GMC Feed Errors: The 10 Most Common (Fixed 2026)
10 feed errors that account for the majority of GMC product disapprovals, ranked by frequency from our audit data. Each error mapped to its exact fix instruction and ETA.