ContextQA

contextqa.com

ContextQA is an AI-powered test automation platform designed for enterprise teams to ensure the reliability of both traditional applications and emerging AI agents. The solution provides capabilities such as auto-generated tests, self-healing selectors, and hallucination detection, while integrating with modern development tools like Cursor and Claude Code via MCP.

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