Reflect

Reflect is an AI-powered test automation platform that enables teams to create, run, and maintain end-to-end web and mobile tests without writing code. By leveraging generative AI to convert plain-English instructions into automated actions, it eliminates fragile selectors and reduces maintenance overhead. The platform integrates with existing CI/CD and test management workflows to accelerate release cycles and improve testing ROI.

LLM mention score

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.

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How to get LLM mention data →

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