GLAM Workbench

glam-workbench.net

GLAM Workbench is an open-source platform providing a collection of tools and examples for working with data from galleries, libraries, archives, and museums. It enables users to harvest, analyze, and visualize cultural heritage datasets, particularly focusing on resources like Trove and government public records. The platform supports both coding and non-coding workflows through interactive notebooks and accessible documentation.

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