Envision by Core Dealer Services is an opportunity mining and communications platform developed by automotive industry professionals. It draws on dealer management system information along with additional data sources to identify highly qualified buyers and assemble complete deal structures, including incentives, trade valuations, and payment details. As part of the broader Automotive Software landscape, it is designed to align dealership data with sales opportunities.

The platform incorporates built-in text and email tools, as well as a marketing environment that offers a campaign builder and automation features. These capabilities help ensure that tailored messages reach appropriate customers at appropriate times, allowing dealership teams to concentrate on prospects most likely to engage while Envision manages the underlying analysis and outreach.

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 Envision mention score
POST /v3/content_analysis/summary
{
  "keyword": "Envision",
  "type": "llm_mentions",
  "date_from": "2025-01-01"
}