Summary
SlopScan audits websites for common AI-generated design issues and provides prioritized annotations and a repair prompt.
About
SlopScan applies design-quality checks to websites and project files, helping teams identify generic visual patterns and translate selected findings into AI-assisted fixes.
SlopScan evaluates a live website or project ZIP for design patterns such as default gradients, flat typography, inconsistent spacing, and weak visual hierarchy. It marks findings directly on the page, explains why each issue matters, and provides a prompt for Cursor or Claude to address selected findings.
Key Features
Audits a live website or project ZIP
Checks for default gradients, flat typography, off-scale spacing, and weak hierarchy
Places numbered marks on the audited page
Explains the significance of each finding
Generates a prompt for Cursor or Claude to address selected issues
Real-World Use Cases
Website design review
Identify common visual-quality issues on a live site and use annotated findings to guide a redesign.
AI-generated interface refinement
Review a project for generic design patterns and create prompts for targeted changes in Cursor or Claude.
Pre-launch quality check
Use a structured audit to surface spacing, typography, gradient, and hierarchy concerns before publishing a website.
Business Opportunities
Agency design-quality workflow
Problem: Agencies may need a consistent way to identify and communicate visual issues across client websites.
Solution: Use annotated audits to document design findings and provide prompts for selected corrections.
Estimated ROI: Potential time savings in review and issue communication; financial return depends on project volume and adoption.
Execution: Incorporate audits into website reviews, share marked findings with clients, and use the generated prompts as a starting point for implementation.
Design QA for AI-assisted development
Problem: Interfaces produced with AI tools can contain generic visual patterns that are difficult to catch through functional testing alone.
Solution: Run project or live-site audits to identify visual issues and generate prompts for targeted refinement.
Estimated ROI: Potential improvement in visual consistency and reduced manual review effort; measurable returns depend on workflow fit.
Execution: Add the audit to design review or pre-release workflows, then have a designer or developer assess findings and apply selected fixes in Cursor or Claude.