Adobe addressed integration challenges following its acquisition of Semrush by hosting a three-day internal hackathon rather than pursuing a large-scale infrastructure integration. The event enabled Adobe Brand Visibility—built from Semrush’s AI visibility product and Adobe’s LLM Optimizer—to rapidly deliver customer value. Meryll Blanchet, Director of Engineering for Adobe Brand Visibility, discussed the strategy with Ryan on the Stack Overflow blog.