Store Script & Ad Malicious-Code Scanner
The Opportunity
An app that scans a Shopify store for injected or suspicious scripts, hidden redirects, and unexpected code changes that can trigger Google Ads disapprovals. It also explains which installed app or theme edit is likely responsible and provides a cleanup checklist.
"Merchants are losing ad traffic because Google flags their store for malicious software or circumvention issues, and they cannot identify the offending script or app."
Market Validation
Detailed Analysis
Proposed Solution
Continuously audit storefront code, theme assets, app embeds, and checkout/cart customizations for suspicious URLs, injected scripts, and risky patterns; then generate a merchant-friendly report with likely source attribution and remediation steps.
Target Audience
Shopify merchants running paid ads, especially stores with custom themes or multiple apps
Competitive Landscape
Theme Watcher, security scan apps, and general malware scanners; few are focused specifically on Google Ads disapproval diagnostics for Shopify merchants.
Implementation Notes
Build a theme/app-embed scanner that compares live storefront scripts against known Shopify/theme/app assets, flags third-party injections, checks cart.js and checkout-adjacent assets, detects cloaking/redirect behavior, and maps findings to likely apps or custom code; include automated reports, remediation guidance, and Google Ads policy wording to help merchants respond to disapprovals.
Evidence from Merchants
Real quotes from Shopify community forums
"We keep getting “Disapproval reason: Malicious software.” from Google Ads."
"Google has disapproved every single ad (87 in total) because of malicious software and circumventing systems."
"I spent the day contacting developers who have worked on my site, and shopify help etc, only to be given 'Its not our problem'."
"This is really vital for us."
"Is there anyone that can help me please, as google ads is the lifeblood of my business."
Key Pain Points
Google Ads disapproval due to malicious software
criticalMentioned by 2 merchants
Impact: Loss of all ads leading to potential revenue loss
Market Metrics
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