SlopScan – AI-look design audit for websites

Spot the telltale AI design clichés before shipping and get concrete fixes

Problem

Developers sharing their pages get called out for looking AI-generated: the ubiquitous purple, odd gradients, card overload, walls of text inside cards, uniform line icons in rounded squares. Many can't see it themselves until someone points it out, and even then they don't know which patterns to change or whether they got them all.

Solution

Paste a URL or upload a screenshot and the tool scores the page against common AI design clichés, annotating each offending element (which generic purples, gradient direction, card density, icon style). Every issue comes with a concrete alternative and CSS/design-token suggestions, plus a before-and-after report.

Users

Indie developers and vibe-coding users generating pages with AI, plus product owners who need to review outsourced deliverables

MVP

URL fetch or screenshot upload; a curated rule set for AI-style traits (palette, gradients, cards, icons, radii, fonts); a score with per-item annotations; copyable fix suggestions and a recommended palette; a shareable before/after report link

Revenue

Free one-off scan for acquisition, subscription for history and team reports; affiliate deals with site templates and UI component libraries

Why now

AI page generation made design sameness a public talking point with plenty of complaints but no product around it. The rule set can be built manually plus a vision model, shippable in a few weeks