Vision Engineering
visionengineering.comVision Engineering is a lighting manufacturer specializing in commercial and architectural LED fixtures, including troffers, linear recessed lights, canopy, and sign lighting solutions. The company provides DesignOS, an enterprise configuration platform that enables channel partners to manage quoting, ordering, and territory alignment within a governed distribution network.
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 Vision Engineering mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "Vision Engineering", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]
