Analog AI

analogai.net

Analog AI provides a local-first, neuro-symbolic reasoning engine that enables Small Language Models (SLMs) to perform complex causal, spatio-temporal, and deontic reasoning on-device. The platform ensures zero API costs and 100% data sovereignty by acting as an external pre-frontal cortex for autonomous agents. It supports explainable, self-learning AI assistants with high precision and real-time uncertainty awareness.

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