VibeEval is an AI security testing platform that deploys autonomous agents to probe AI-generated web applications for critical vulnerabilities such as exposed API keys, missing Row-Level Security (RLS), and authentication gaps. Designed specifically for apps built with tools like Cursor, Lovable, and Bolt, it provides reproducible proof-of-concept exploits within seconds to eliminate false positives. The service offers real-time risk assessment and actionable remediation guidance for development teams.

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