Prompt-level measurement

Measure how AI answers the questions your customers ask

Track selected prompts across supported AI providers and markets. See when your brand is mentioned, which pages are cited, what position you hold, and which competitors appear instead.

Tracking is based on prompts you configure. Results are sampled observations, not a guarantee of rankings, citations, or traffic.

One domain dashboard for AI visibility

Technical readiness and answer performance are separate signals. A domain can be monitored before you configure an AI visibility set.

Answers to your tracked prompts

Choose the questions by market, language, and intent. Keep prompt sets focused on the real ways buyers discover and compare products.

Mentions and position

See whether your brand appears in successful answers and where it appears among the brands named.

Citations and competitors

Inspect cited pages and source domains, compare competitor presence, and find the queries where other brands are being recommended.

Coverage, history, and failures

Follow historical results and provider coverage. Failed queries remain no-data, so an API or model error is never mistaken for zero visibility.

How to set it up

Start with customer intent

For useful comparisons, write prompts the way a person would ask ChatGPT, Claude, Gemini, or Perplexity for help. Track the market and language you care about, then review the cited sources and competitors that show up.

  1. 01

    Add your domain

    Technical scans and AI visibility setup live together in its domain dashboard.

  2. 02

    Choose prompts and market

    Group category, comparison, buying-intent, and brand questions that match how buyers search.

  3. 03

    Select supported providers

    Use the providers available on your plan and set the cadence for your tracking.

  4. 04

    Act on query-level evidence

    Review successful answers, sources, competitors, and related content opportunities.

AI visibility tracking: questions and answers

What does AI visibility tracking measure?
For each configured prompt and AI provider, LLM Scan records successful answers and analyzes brand mentions, position, cited URLs, and competing brands. Failed provider requests are reported as failures and are not counted as zero visibility.
Does LLM Scan automatically choose the prompts?
No. You select and manage the questions that reflect your customers, market, language, and buying intent. A monitored domain can exist without an AI visibility prompt set.
Which AI providers can I track?
The product currently supports ChatGPT, Claude, Gemini, and Perplexity. Plan limits and workspace configuration determine which providers are available to a specific account.
Does tracking guarantee better AI rankings or citations?
No. LLM Scan measures sampled answers for configured prompts and helps identify opportunities. AI providers change their answers, and the product cannot guarantee rankings, mentions, citations, or traffic outcomes.

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