CogDB
cogdb.ioCogDB is an open-source, persistent embedded graph database designed for Python applications. It enables developers to store graph structures and vector embeddings while performing semantic search with zero configuration or external server dependencies. The platform offers a native Python API for fluent graph traversal and supports deployment across Jupyter notebooks, standalone apps, and browser environments.
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 CogDB mentions POST v3/ai_optimization/llm_mentions/search_mentions/live [ { "target": [ { "domain": "cogdb.io", "search_filter": "include", "search_scope": ["sources"] } ], "order_by": ["ai_search_volume,desc"] } ]