BookLooks

booklooks.org

BookLooks is a content review service that provides detailed reports on objectionable material found in books, primarily targeting parents and guardians. The platform analyzes literature to identify explicit content, enabling families to make informed decisions about reading materials for children. Although the service ceased operations in March 2025, it previously functioned as a transparency tool advocating for greater disclosure of content warnings by publishers.

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