Mechasm

mechasm.ai

Mechasm is an agentic AI platform for autonomous quality assurance that enables teams to generate, execute, and maintain end-to-end test automation using plain language. The system translates natural language instructions into resilient Playwright-based tests that automatically heal themselves in response to UI changes, eliminating the maintenance burden of flaky tests. It provides cloud-parallelized execution, multi-context workflow testing, and integrated debugging tools to help engineering teams scale their QA efforts and accelerate software delivery.

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