Soda
soda.ioSoda enables frequent and early data quality testing across both development workflows in Git and production data pipelines. By identifying issues at an upstream stage, it helps reduce the risk of data problems propagating into business-critical systems and analytics.
Teams can incorporate Soda’s data quality checks into CI/CD pipelines to prevent low-quality data from being merged into production and to minimize downstream data reliability issues. It supports collaboration between data producers and data consumers through a checks language that is designed to be both readable and writable by humans, allowing shared definitions of data quality expectations. Soda can be integrated into existing data stacks using its Python and REST APIs.
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
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 Soda mention score POST /v3/content_analysis/summary { "keyword": "Soda", "type": "llm_mentions", "date_from": "2025-01-01" }
