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Monitor your visibility share daily

Track how often your brand appears in ChatGPT, Gemini, and Perplexity across your most critical prompts. Move beyond rank tracking to response analysis.

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Visibility performance analysis

We monitor ChatGPT, Gemini, and Perplexity daily to quantify your brand's presence, measuring Visibility Share, Rank, and Competition Index while extracting the semantic entities that drive the algorithm's choice.

Metric 01.1

Visibility share

The percentage of prompts in your tracked set where your brand successfully appears in the AI response.

Metric 01.2

Average rank

Your average numerical position when cited in list-based answers.

Metric 01.3

Competition index

A score indicating how crowded the response is. Understand if you are standing alone or buried among 10+ competitors.

Feature 01.1

Multi-model tracking

Compare presence between ChatGPT, Gemini, and Perplexity to see which model favors your brand.

Feature 01.2

Topic clustering

Organize prompts into logical folders to measure performance by category rather than individual query.

Feature 01.3

Semantic entity extraction

We analyze the raw AI response and highlight the terms with the highest semantic importance. Export these keywords to fuel your content generation strategy.

Deep semantic analytics

Most tools stop at tracking. We calculate the mathematical probability of your brand being cited. Visualize your position in the vector space versus the competition to understand not just where you appear, but why the algorithm chose you.

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Secure your place in the conversation

You cannot optimize what you do not measure. Establish your baseline and start monitoring today.

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The research

Are You Visible to LLMs? Measuring the Semantic Gap in 2026

Knowledge base

Access our findings

The algorithms change daily. We track thousands of prompts and publish our internal experiments on prompt volatility, ranking factors, and semantic gaps.

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Monitor your visibility share daily