DIPAS is an open-source digital citizen participation platform designed to facilitate transparent and efficient public feedback on planning projects. It enables municipalities and institutions to collect georeferenced input through interactive maps, 3D models, and online tools while ensuring GDPR compliance and barrier-free access. Developed by Hamburg authorities, the solution supports end-to-end digital engagement from idea collection to AI-assisted evaluation.

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