Suwali is an AI-powered conversational platform designed for public interest organizations, newsrooms, and civil society groups to engage communities at scale. It enables organizations to answer audience questions using trusted content while simultaneously crowdsourcing community insights and identifying information gaps. The solution supports multilingual interaction and provides analytics to help verify local knowledge and inform reporting or public health initiatives.

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