Automated Feature Engineering

apptad.com

The solution automates key feature engineering tasks, including feature selection. It evaluates available features and identifies those most relevant for downstream modeling.

In addition, the system is able to detect and eliminate rare levels within features, helping to reduce noise and improve data quality.

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