BenchBot

benchbot.ai

BenchBot is an automated testing platform for conversational AI that validates the accuracy, safety, and performance of chatbots and voice assistants. It enables enterprises to identify hallucinations, security vulnerabilities, and compliance gaps before deployment, aligning with NIST’s AI Risk Management Framework. The solution integrates into development pipelines to accelerate release cycles while ensuring reliable customer experiences across industries such as finance, healthcare, and retail.

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