Read & Rate

readnrate.com

Read & Rate is a compliance-focused platform designed for indie authors to generate authentic, Amazon-compliant book reviews through a gamified credit economy. The service utilizes organic search protocols and dynamic watermarking to ensure reviewer identity traceability while mitigating the risk of account penalties associated with legacy review swap sites. It provides integrated tools for listing optimization, including Book Biometrics analytics and multi-platform review collection.

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