AI Answer Visibility Estimator

Run grounded visibility checks to estimate whether your brand is mentioned, whether your domain is cited, and where competitor citation pressure is strongest across target prompts.

Methodology: prompts are run as grounded visibility checks to estimate whether your brand is mentioned and whether your domain is cited across the submitted questions. These are directional visibility estimates, not guarantees of how every AI system will respond.
What It Estimates

Mentions are not the same as citations

  • Brand mention shows whether your company is part of the answer set.
  • Owned-domain citation shows whether your site is actually being referenced.
  • Competitor citations show who is winning the source layer around your topic.
Prompts That Work Best

Use buyer-style searches

  • Use comparison, solution, and use-case prompts that a real buyer would ask.
  • Include prompts where a source citation would matter, not just brand recall.
  • Keep prompt sets focused on one topic cluster so the pattern is easier to interpret.
How To Act On Results

Use the gap type

  • If you are mentioned but not cited, improve citation readiness on owned pages.
  • If neither brand nor domain appears, the topic likely needs stronger coverage.
  • If competitors are cited repeatedly, use their patterns as a benchmark to close the gap.
Last Avg Score
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Total Scans
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Tracked Prompts
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Tracked Brand
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Scan Configuration

Set the brand, domain, and prompts you want to test, then run a grounded estimate to compare visibility and citation behavior.

Select an active project to lock this domain automatically.
Each prompt is answered with Google Search grounding enabled before scoring brand mentions and cited domains.
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Executive Summary

Use this top-line read to understand how often your brand appears, how often your owned domain is actually cited, and where the biggest visibility gap is showing up.

Strongest Prompt
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Highest current visibility score
Weakest Prompt
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Lowest current visibility score
Visibility Pattern
Waiting on results
How mention and citation behavior is trending
Best Next Move
Run a scan first
Recommended follow-up based on the strongest action opportunity
Run an estimate to see where your brand is showing up in grounded answers and whether your owned domain is being cited.
What This Means

A quick interpretation layer so you can tell whether this is mostly a mention problem, a citation problem, or a competitor pressure problem.

Owned Citation Coverage
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Prompt Risk
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Competitor Pressure
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Recommended Next Step
Run an estimate to unlock a recommended follow-up.

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Chosen because
Grounded Estimate Results

Review prompt-level mentions, owned-domain citations, competitor citation pressure, and evidence behind each score.

Prompt Brand Mention Owned Domain Citation Competitor Citations Citations Score
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Prompt-level brand mentions, owned-domain citations, and competitor citation pressure will appear here after a scan.
Current Run Summary
Run an estimate to see a prompt-level summary.
Run an estimate to see brand mentions, owned-domain citations, and top prompt movement for this session.
Average Score
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Brand Mentions
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Owned Domain Citations
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Session Summary
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Strongest Prompts
Weakest Prompts
Prompt Evidence
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Why This Score
    Grounded Answer Excerpt
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    Competitor Comparison
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    Citations
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    Recommended Follow-up
    Open a prompt to see the strongest next step.
    AI Search Visibility Tool

    Estimate Brand Mentions and Owned-Domain Citations Across AI Search Prompts

    The AI Answer Visibility Estimator is meant for teams that want to understand how often a brand is likely to appear in grounded AI-style answers. By checking a set of prompts, it helps estimate whether the brand is mentioned, whether the domain is cited, and how visible the site appears across the kinds of questions that matter to buyers and researchers.

    This is useful when AI visibility matters just as much as traditional rankings. It gives marketers a way to compare prompt sets, watch for stronger or weaker query areas, and identify where supporting content or citation-ready pages may be needed to improve brand presence in AI-assisted search experiences.

    • Separates simple brand mention visibility from the stronger signal of an owned-domain citation.
    • Helps you see whether competitor domains are being cited even when your brand is mentioned.
    • Works best as a directional estimator built from buyer questions, comparison queries, and use-case searches.