TestMachine

testmachine.ai

TestMachine provides Web3 security infrastructure focused on delivering zero false-positive vulnerability detection for blockchain protocols and tokens. Their platform utilizes reinforcement learning agents to automatically generate working proof-of-concepts by actively exploiting smart contracts in forked environments. Key offerings include Token Custody for real-time risk scoring of millions of tokens and Azimuth, an AI-driven tool for deep protocol analysis.

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