DarkUGC

DarkUGC is a free research library of more than 15,000 viral short-form UGC videos from TikTok and Instagram, made by small creator accounts for apps and brands. Every video has its real view count, brand, format and a full breakdown: hook, structure, transcript and on-screen text.

Ask Claude about UGC in plain words:

• "Find US creators who already made UGC for my competitors"
• "How is this app growing, and who are its best creators?"
• "What is going viral this week in fitness apps?"
• "Show me the most viral hooks for language apps"

Tools:

• search_videos: find videos by topic, hook words, brand, format, platform, views or date.
• get_video: a video's full breakdown, transcript and script template.
• analyze_brand: how a brand runs and grows UGC, with its best creators and videos.
• analyze_niche: what works in a category or format, and what is rising.
• find_creators: creators who already make UGC, by brand, country or niche, with profile links.
• get_creator: one creator's brands, views, rhythm and best videos.
• query_library: count, group and compare any field (brand, country, hook type, month...).
• top_hooks: the most viral opening lines and repeating hook patterns.
• trending_now: what is going viral in the last days.
• creator_campaigns: pay creators, track views and detect bot views with campaign.cx.
• get_search_filters: exact brand, format and category names.

Every video links back to darkugc.com. All tools are read only. Sign-in uses a free DarkUGC account.