LLM Visibility Tracker

What is an LLM visibility tracker?

An LLM visibility tracker by RankinAI checks whether your brand appears in responses from ChatGPT, Perplexity, Google AI Mode, and Gemini. It then shows how each model describes your brand, which sources it cites, and whether the information is accurate and consistent with your positioning. 

By tracking these responses over time, the tool helps you identify recurring patterns, spot changes or inaccuracies, compare competitor visibility, and understand what may be influencing how different LLMs represent your brand.

How the tool can assist you

Check whether LLMs mention your brand

Run relevant prompts across ChatGPT, Perplexity, Google AI Mode, and Gemini to see where your brand appears, which queries trigger a mention or citation, and where competitors are visible instead.

Understand how your brand is described

Review the language, attributes, claims, and positioning each LLM associates with your brand. Analyze cited sources to identify where outdated, incomplete, or inaccurate information may come from and determine what content or third-party sources should be updated.

Track changes and identify patterns over time

Compare results across multiple execution runs to see how mention rate, citations, descriptions, and competitor visibility change. This helps you identify recurring patterns, notice sudden shifts or new inaccuracies, and understand which actions may influence how LLMs represent your brand.

Key features of the tool

Prompts Hub

Track whether your brand appears for each prompt across ChatGPT, Perplexity, Google AI Mode, and Gemini. Compare mention rate, citation rate, and share of voice with competitors to find queries where your brand is missing.

Semantic Hub

Analyze how different LLMs describe your brand, which attributes and claims they associate with it, and whether those descriptions match your intended positioning. This helps uncover outdated, incomplete, or inaccurate information.

Historical tracking

Compare results across multiple runs to see how brand mentions, citations, descriptions, and competitor visibility change over time. Use this data to identify recurring patterns and measure the impact of content, link-building, and brand updates.

How to use the tool

Step 1. Add your brand details

Enter your brand name and website URL, then select the target region and your job title. RankinAI uses this information to create a brand profile and tailor the analysis to your market and language. Review the details and click Continue with free plan to move to the next setup step.

Step 2. Set up your keywords, prompts, competitors, and run the LLM visibility scan

Review the keywords RankinAI generates from your website and edit them to match your products, services, and target queries. Add relevant AI-suggested keywords or remove broad and unrelated terms. RankinAI uses this keyword set to build the prompts it will run across different LLMs, so accurate setup helps you track the queries that matter most to your brand.

Step 3. Review your LLM visibility results

After setup, RankinAI runs your prompts across the selected LLMs and combines the results in one dashboard. You can review your mention and citation rates and see your brand’s share of voice against competitors. 

The prompt-level report shows which queries include your brand, where competitors appear instead, and how visibility differs across providers.

Who uses the tool and for what tasks

SEO specialists

Use the LLM Visibility Tracker to see which prompts trigger brand mentions across ChatGPT, Perplexity, Google AI Mode, and Gemini. They compare visibility by provider, find queries where competitors appear instead, analyze cited sources, and turn these gaps into content, link-building, and technical SEO priorities.

Brand and reputation managers

Use the tool to understand how different LLMs describe the brand, which claims and attributes they repeat, and whether the information is accurate. By reviewing responses and sources over time, they can spot outdated positioning, incorrect details, and recurring inconsistencies that may affect brand perception.

Digital agencies

Use RankinAI to monitor LLM visibility for multiple clients, compare share of voice against competitors, and report changes over time. The data helps agencies show where each client is present, how the brand is represented, and which actions may improve visibility across different AI platforms.

Final note

LLM visibility tracking helps you understand not only whether your brand appears in AI responses, but also how different platforms describe it, which sources shape those descriptions, and where competitors receive stronger visibility. 

By monitoring prompts, mentions, citations, and brand attributes over time, RankinAI makes it easier to spot inaccuracies, identify recurring patterns, and prioritize actions that can improve your presence across ChatGPT, Perplexity, Google AI Mode, and Gemini.