LLM Scout

Product

AI visibility tool

LLM Scout is an AI visibility tool for teams who need to know if ChatGPT, Claude, Gemini, and Perplexity name their brand. Use it as an AI visibility tracker, for LLM tracking, and for AI search tracking on the prompts your buyers actually ask.

Illustrative ranking of the top 10 B2B sites mentioned in AI answers, including Salesforce, Microsoft, LinkedIn, HubSpot, Gartner, G2, Oracle, SAP, ZoomInfo, and ServiceNow.
Illustrative example. Top 10 sites mentioned in AI responses about B2B software and business tools.

Sample model mix

Sample from the product preview. This is not a live account.

ChatGPT32%
Claude26%
Gemini22%
Perplexity20%
What an AI visibility tool measures compared with a rank tracker and Search Console
SignalAI visibility toolRank trackerSearch Console
ChatGPT mentionYesNoNo
Cited URLYesYour URL rank onlyGoogle only
AI OverviewsCSV uploadNoYes
ChatGPT: The Intelligence Age. OpenAI, about 705,000 views. Plays muted.
How Large Language Models Work. IBM Technology, about 1.7 million views. Plays muted.

What an AI visibility tracker measures

Rank trackers tell you where a URL sits in Google. An AI search tracker tells you whether the answer mentions you at all. For each prompt, LLM Scout stores the response, whether you were mentioned, which pages were cited, and which competitors showed up instead.

  • Prompt coverage: mentioned or missing, by model
  • Citations: the pages AI trusts for that question
  • Sentiment, only when the answer actually names your brand
  • Weekly history, so a one-day spike is not treated as a trend

LLM tracking vs AI overview tracking

LLM tracking is the assistant layer: ChatGPT and the other models. AI overview tracking is the Google and Bing layer, where AI Overviews and Copilot cite pages inside search. LLM Scout does both. Prompt runs cover the assistants. Search Console and Bing CSV uploads cover the AI Overviews tracker.

Start with a free AI visibility check

You do not need an enterprise seat to see the first gap. A company email gets a free AI visibility check with five ChatGPT prompts. Upgrade when you want more prompts, markets, or models.

Start freeSee pricing

Questions

What is an AI visibility tool?
An AI visibility tool records whether AI assistants mention and cite your brand when buyers ask category questions. LLM Scout runs those prompts on a schedule and shows the answers, sources, and competitors in one dashboard.
What is an AI visibility tracker?
An AI visibility tracker is the same job over time. You keep a fixed prompt set and watch mention rate, citations, and competitor gaps week to week instead of checking ChatGPT by hand.
What is LLM tracking?
LLM tracking means monitoring large language models such as ChatGPT, Claude, Gemini, and Perplexity for brand mentions. It is not rank tracking. There is no position 1. The result is whether you are named, linked, or missing.
What is an AI search tracker?
An AI search tracker covers both assistant answers and AI search surfaces such as Google AI Overviews. LLM Scout handles prompt-level AI search tracking in the product, and you can upload Search Console and Bing exports for Overview and Copilot data.