SlopScan
A pre-launch AI-slop audit for indie hackers and small product teams — paste a URL or drop screenshots and get a scored 0–100 'Slop Score' with concrete redesigns for every tell.
Indie hackers and small product teams shipping AI-built MVPs who know their landing page looks like everyone else's
- URL or screenshot scanner producing a Slop Score with per-element annotations
- Drop-in redesigns for each offending block: hero, pricing, footer, stat-cards
- Anti-slop style presets — editorial, mono, brutalist, terminal — that swap the default look in one click
- One-click export of the redesigned page to Framer, Webflow, or plain HTML/CSS
GitHub's kill-ai-slop repo catalogued 23 indigo-gradient/glowing-card/emoji-mascot patterns in shipped products and hit 115 stars in a week — vibe-coded SaaS is now visually interchangeable and founders can feel it.
Multiple live entrants (slop-detect.com with 16-rule fingerprint scanner, Ferguson, Swiplio) confirm an active problem, and the kill-ai-slop repo gained 115 stars in a week with a documented catalogue of 23 visual tells.GitHub - ravidsrk/slop-detect: Score any landing page against the 16-rule AI-design-slop fingerprint ↗GitHub - yetone/kill-ai-slop: A field guide to the visual & copy tics ↗
At least three near-overlapping products already shipped in the same niche (slop-detect scanning the 16-rule fingerprint, Ferguson AI landing page auditor on Product Hunt, Swiplio free audits on Indie Hackers) plus the kill-ai-slop Agent Skill, leaving the wedge narrow.Slop Detector: score any landing page against the AI-design fingerprint ↗I built a tool that audits landing pages and ran it on IH's own homepage ↗
Indie hacker / vibe-coder audience is notoriously price-sensitive; both Ferguson and Swiplio launched free on Indie Hackers and no paid pricing was visible, suggesting willingness-to-pay for landing-page audits at this tier is unproven.Just launched swiplio — free AI landing page & ad image audits (looking for brutal feedback) ↗I built a tool that audits landing pages and ran it on IH's own homepage ↗
As long as v0/Lovable/Bolt-style vibe-coding tools dominate, the 'indigo-gradient, Inter, rounded-2xl, glowing card' defaults will persist; the cultural conversation is now a documented 2026 phenomenon with multiple write-ups.Why Every AI-Built Website Looks the Same (Blame Tailwind's Indigo-500) ↗AI Slop: The Definitive 2026 Guide (with Real Data) ↗
Heuristic + LLM-based pattern detection on a landing page is trivially buildable; the existence of multiple open-source clones (slop-detect, kill-ai-slop skill) inside days proves the build is a weekend project.GitHub - ravidsrk/slop-detect: Score any landing page against the 16-rule AI-design-slop fingerprint ↗GitHub - yetone/kill-ai-slop: A field guide to the visual & copy tics ↗