PreBreach

prebreach.dev

PreBreach is an AI-powered security scanning platform designed to detect vulnerabilities in applications built with generative AI coding tools like Cursor, Bolt, and Lovable. It provides automated infrastructure audits that identify OWASP Top 10 risks, such as SQL injection and XSS, by analyzing code logic and data flow without requiring manual installation. The service delivers actionable, copy-paste remediation scripts and proof-of-concept reports to help developers secure their applications before deployment.

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