Qwarm
qwarm.aiQwarm is an AI-powered quality assurance platform that enables teams to write test flows in plain English and execute them via autonomous agents in real browsers. It proactively detects bugs, performance issues, and accessibility errors before deployment, preventing production incidents and revenue loss.
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 Qwarm mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "Qwarm", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]
