Kumbio is a B2B appointment scheduling application designed to help businesses manage client interactions through WhatsApp. The platform automates the processes of booking, confirming, and sending reminders for appointments, aiming to reduce no-shows and streamline business operations. By integrating directly with messaging platforms, it helps organizations organize their schedules more effectively while attracting and retaining customers.

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