Spektral is an open-source Python library for graph deep learning, built on the Keras API and TensorFlow 2. It provides a flexible framework for constructing Graph Neural Networks (GNNs) and includes implementations of popular architectures such as GCN, GraphSAGE, and GAT. The library offers comprehensive utilities for data manipulation, including specialized layers for convolution, pooling, and dataset handling to support tasks like node classification, link prediction, and molecular property prediction.

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