Fragments
fragments.aiFragments is an automated competitive intelligence platform designed for B2B teams to eliminate manual competitor research. It provides real-time competitor tracking, auto-updated battlecards, and comprehensive market insights by aggregating data from multiple public and private sources. The platform enables sales, product, and marketing departments to align on current competitive positioning to improve win rates and operational efficiency.
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 Fragments mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "Fragments", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]