FeedbackFrontier

feedbackfrontier.com

FeedbackFrontier is an AI-powered platform that provides professional editorial book reviews for new releases and independently published authors. The service automates the review process, allowing users to submit manuscripts in various formats and receive detailed, shareable critiques within minutes. It offers tiered packages ranging from free basic assessments to premium analyses with audio narration and enhanced visibility.

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