VibeReading

viberead.ing

VibeReading is an AI-powered document analysis platform that guides users through complex texts step-by-step, functioning as an interactive tutor rather than a simple answer engine. It helps professionals and researchers grasp the big picture of academic papers and technical documents by facilitating human-AI collaboration for deeper comprehension. The tool emphasizes structured reading assistance to prevent information loss and hallucinations common in standard AI Q&A systems.

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