ipmPIPE was a collaborative pest mapping and forecasting system developed by the National Institute for Food and Agriculture (NIFA) and its land-grant partners to support integrated pest management. The platform connected Extension specialists with growers to track, report, and forecast key crop pests across specific commodity sectors such as soybeans, legumes, and cucurbits. While the original ipmPIPE program has concluded, its components were integrated into the subsequent iPiPE initiative to continue providing real-time prediction maps and IPM tools.

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