Auto QTO

autoqto.com

Auto QTO is an AI-powered quantity takeoff solution designed for the construction industry, specifically targeting structural and architectural estimation. The platform automates the analysis of CAD drawings to identify structural elements, such as columns, beams, and slabs, while automatically correcting design errors and extracting data from component schedules. It enables contractors and estimators to significantly reduce manual calculation time by integrating intelligent structure recognition with automated drawing preprocessing.

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