AI-powered creative analysis for performance marketing campaigns
Paintgun uses generative AI (Midjourney, Runway, ChatGPT) to analyze and optimize ad creative for paid social and app marketing. The tech stack—accounting software (Xero, QuickBooks), design tools (Figma), and social platforms (TikTok, Instagram, YouTube)—reflects a services-first model focused on content creation and UGC. Active projects around 'ads DNA' and creative experiments suggest they're building proprietary frameworks to predict ad performance, while internal pain points around creative review and launch workflow indicate they're simultaneously solving their own operational bottlenecks.
Paintgun is a creative services and performance marketing firm based in Berlin. The company helps brands optimize user acquisition and growth through paid social creative, user-generated content (UGC), and app marketing. With 11–50 employees and a team skewed toward marketing and design roles, Paintgun operates as a hybrid agency-platform: delivering custom creative services while researching how generative AI can systematize ad creative analysis. Recent hiring acceleration and internal projects on creative asset sharing and performance data integration suggest a shift toward productizing their creative optimization methods.
Figma for design, Midjourney and Runway for generative creative, ChatGPT for copywriting, and native editing on TikTok, Instagram, and YouTube. Accounting managed via Xero and QuickBooks.
Proprietary frameworks ('ads DNA', rulebook of proven concepts), UGC-style ad scripts for developers, short-form video content, and a platform for creative asset sharing. Also integrating performance data into interfaces to streamline the ad creative launch workflow.
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