4M Analytics

4manalytics.com

4M Analytics is a provider of Utility AI solutions that aggregates scattered public and private utility records into a single, comprehensive subsurface infrastructure database. The platform enables civil engineering and construction firms to instantly access accurate, verified utility data for planning, design, and pre-construction phases. By replacing manual research with automated mapping and risk assessment tools, the company helps organizations reduce project delays, cost overruns, and safety risks.

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 4M Analytics mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "4M Analytics",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]