The slideshow format does work well for organic reach on TikTok. We've seen clients have success with carousel-style content because it forces viewers to engage by swiping through. How does the AI handle product differentiation for competitive markets? Most SaaS tools end up with similar value props, so the challenge is making slideshows that don't look identical to every other productivity app or marketing platform. Also curious about the auto-posting integration. TikTok's API access has been pretty restrictive - are you using official partnerships or workarounds that might break with platform changes?