BumperScan
bumperscan.comBumperScan provides AI-analyzed vehicle reliability reports designed to assist used car buyers in assessing potential risks before purchase. The platform aggregates and processes data from over 2 million NHTSA owner complaints, federal recall records, and EPA fuel economy information to generate actionable insights. These reports offer detailed component scores, cost projections for repairs, and negotiation support to help consumers make informed decisions.
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 BumperScan mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "BumperScan", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]