Spotting AI Slop in Design Before It Reaches Your Brand

Seven Signs of Generic AI Output

AI slop is the flood of generic, mass-produced visuals that now fills portfolios, landing pages and social feeds. This piece names seven recurring signs that a design was generated without enough care, from hollow layouts and meaningless imagery to type and spacing that look almost right but never quite fit together. The useful part is the pairing: each sign comes with a suggested fix, so the discussion moves from complaint to practice. It is a short read that gives you language for what feels off in a rushed concept.

For brand builders, the stakes are about trust. Visual identity depends on consistency and intent, and audiences notice when a brand looks like everyone else's template. Designers, art directors and marketing leads who review AI-assisted work will get a clear checklist for quality control. Read it before your next creative review, and use the fixes as a shared standard for what the team will and will not ship.