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0.032, 3.2),\n    CreativeVariant(\"v02_blue_cta\", \"Get Faster Shipping\", \"#2B7DE1\", \"gradient_cool\", 0.021, 0.029, 3.6),\n]\n\nbest = max(variants, key=lambda v: v.roas)\nprint(f\"Best by ROAS: {best.name} | CTR={best.ctr:.3%} | CVR={best.cvr:.3%} | ROAS={best.roas}\")\n","python",[558],{"type":15,"tag":166,"props":559,"children":560},{"__ignoreMap":6},[561],{"type":21,"value":555},{"type":15,"tag":23,"props":563,"children":565},{"id":564},"photoshop-for-ad-creatives-and-performance-marketing-evidence-based-tips",[566],{"type":21,"value":567},"Photoshop for ad creatives and performance marketing: evidence-based tips",{"type":15,"tag":130,"props":569,"children":571},{"id":570},"optimize-for-mobile-feeds-meta-tiktok",[572],{"type":21,"value":573},"Optimize for mobile feeds (Meta, TikTok)",{"type":15,"tag":56,"props":575,"children":576},{},[577,582,587],{"type":15,"tag":60,"props":578,"children":579},{},[580],{"type":21,"value":581},"Keep headline under ~5–7 words; promote a 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See ",{"type":15,"tag":95,"props":598,"children":600},{"href":97,"rel":599},[99],[601],{"type":21,"value":102},{"type":21,"value":104},{"type":15,"tag":95,"props":604,"children":606},{"href":107,"rel":605},[99],[607],{"type":21,"value":111},{"type":21,"value":113},{"type":15,"tag":130,"props":610,"children":612},{"id":611},"color-psychology-responsibly-applied",[613],{"type":21,"value":614},"Color psychology, responsibly applied",{"type":15,"tag":30,"props":616,"children":617},{},[618,620,626,627,633],{"type":21,"value":619},"While color effects vary by context, consistent brand palettes and adequate contrast reliably improve readability. 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