AI Image & Creative
Image generation tools turn briefs into campaign-ready visuals in minutes, but quality, brand safety, and commercial licensing vary widely between platforms. This category covers text-to-image engines, inpainting and outpainting editors, background removal, upscalers, and suites aimed at performance marketing teams that need hundreds of variants per week. We highlight products with clear terms for commercial use, style consistency features (LoRA, brand kits, reference images), and export formats that fit Figma or Adobe workflows. When evaluating tools, consider output resolution, human likeness policies, moderation layers, and whether batch API access is available for automation. Creative directors often benchmark the same prompt across vendors, then judge edge cases: hands, typography in scenes, product accuracy, and skin-tone diversity. Pricing may be credit-based or seat-based; freemium tiers are useful for exploration but rarely sufficient for client work. Bookmark comparisons here to align designers, growth marketers, and legal on a single approved stack before scaling spend.