Viral Roast
viralroast.comViral Roast is an AI-powered pre-publish video coaching platform designed for social media managers, agencies, and professional creators. It utilizes the proprietary VIRO Engine to analyze video content across 14 neural lanes, evaluating hook psychology, retention architecture, and platform-specific alignment before publication. The tool provides actionable, frame-level diagnostics and personalized optimization strategies to improve video performance on platforms such as TikTok, YouTube, and Instagram.
LLM mention score The LLM mention score is the total number of mentions of this brand in different LLM chatbots, normalized to the scale from 0 to 100. You can get actual, non-normalized numbers via the LLM Mention API from DataForSEO.
Normalized 0–100 · last 8 weeks
DataForSEO API
Get LLM mention data of any company via DataForSEO API
Get access to the structured data on keyword, brand, and website mentions in LLMs, including metrics like AI search volume, impressions, and mentions count.
How to get LLM mention data →// Fetch Viral Roast mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "Viral Roast", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]
