ForcedAlpha
forcedalpha.comForcedAlpha is an investment research platform that utilizes a causal knowledge graph to map physical dependencies, supply chain chokepoints, and forced capital flows across critical sectors such as semiconductors, defense, and energy. The platform employs multi-source convergence detection to identify market-moving events before they are priced in by analyzing data from congressional trades, hedge fund filings, insider activity, and federal contracts. It provides B2B clients with actionable intelligence on supply shock risks and institutional positioning through real-time graph topology discovery.
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
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 ForcedAlpha mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "ForcedAlpha", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]
