BottleTrail

bottletrail.com

BottleTrail is an AI brand analytics platform that helps businesses track how leading large language models, such as GPT and Claude, perceive their brand. It provides marketing teams with actionable insights on sentiment analysis, share of voice, and brand traits through simulated AI conversations. The service enables organizations to optimize their AI presence and benchmark performance against competitors across multiple AI models.

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