web-design-patterns

Design website sections using principle-based patterns for heroes, cards, and CTAs that apply hierarchy and context sensitivity to avoid AI-generated aesthetics. This approach enforces anti-pattern avoidance rules to keep layouts credible and intentional for real business contexts.

Structure trust signals using context-aware trust tiering and explicit guardrails to avoid fabricating reviews, ratings, or identifiable people. Apply trust-tier constraints to safely handle unverifiable proof while maintaining lead-gen ethics and credibility.

Homepage hero designs look generic due to anti-patterns like generic headlines and over-symmetry. Fix them using a pattern-to-implementation selection framework that applies proper visual hierarchy and context-sensitive layout rules to create intentional, human-feeling sections.

Yes, you can apply anti-pattern rules to card-based service grids and conversion CTA placements. The framework prevents issues like equal-weight democracy and orphan cards, ensuring your conversion-focused CTA placements maintain credibility and intentional design hierarchy.

You should not use a carousel for testimonial layouts because it is flagged as an anti-pattern that reduces credibility. Instead, use principle-based testimonial approaches with trust-tier constraints that match your real business context and available social proof data.