DataWell is a system intelligence engine developed by Versai Labs that uses AI and statistical analysis to map hidden dependencies within operational infrastructure. It helps DevOps and SRE teams proactively identify risks and prevent catastrophic system failures in complex, regulated environments. The platform integrates with existing observability tools to provide predictive insights, root cause analysis, and early warnings of instability.

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 DataWell mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "DataWell",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]