Student Voice AI

studentvoice.ai

Student Voice AI provides automated, deterministic machine learning tools for higher education institutions to analyze qualitative student feedback from surveys such as the NSS and module evaluations. The platform transforms unstructured comments into decision-grade evidence through multi-dimensional categorization, sentiment analysis, and sector benchmarking. It helps universities enhance student experience and quality assurance by delivering consistent, accurate insights across demographic and historical data.

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