AI Discovery

AI SEARCH VISIBILITY PLATFORM

Is AI Recommending Your Brand?

Track how AI assistants mention, recommend, and cite your brand. Discover where competitors win and what to improve next.

  • Track brand mentions and recommendations
  • Compare competitors across the same questions
  • Inspect original answers and citation sources

Preview demo. These goals are not verified measurements. ChatGPT, Claude, and Perplexity tests are not executed. Model tests stay NOT_EXECUTED. This check does not guarantee an AI recommendation, mention, or citation.

Names are notes. They are not scanned and they are not an AI gap.

○No credit card required

Preview DEMO path. This designs the check, then opens the public-page diagnostic module. It does not analyze AI answers. Model tests stay NOT_EXECUTED.

Sample Report — illustrative data. DEMO · Sample · Illustrative. Model tests stay NOT_EXECUTED.

AI Discovery

  • Overview
  • Mentions
  • Recommendations
  • Citations
  • Competitors
  • Prompt Analysis
  • Website Audit

Illustrative labels. Not navigation. No data behind them.

Brand Visibility Report

Illustrative stamp only. Not a collected run. Not a live recommendation test.

Illustrative range · not a filter

DEMO · Sample

Mention Rate

42%

Illustrative · not a previous period

DEMO · Sample

Recommendation Rate

28%

Illustrative · not a previous period

DEMO · Sample

Citation Rate

19%

Illustrative · not a previous period

DEMO · Sample

Competitor Gap

−12%

Illustrative · not a previous period

Brand vs. Competitors

DEMO · Sample · Illustrative

  • Your Brand
  • Competitor A
  • Competitor B

DEMO · Sample · Illustrative. Platforms were not queried. Model tests stay NOT_EXECUTED.

Top insights

DEMO · Sample · Illustrative

  • Illustrative note: a placeholder brand appears in the placeholder mention rate. DEMO.
  • Illustrative note: a placeholder competitor is ahead on the placeholder gap. DEMO.
  • Illustrative note: citation URLs in this panel were not collected. DEMO.

Recommended actions

DEMO · Sample · Illustrative

  • Illustrative: clarify the homepage sentence. This is not from a scan.
  • Illustrative: publish a page a competitor was named for. Not a citation guarantee.
  • Available today: run the public-page diagnosis. That is not an AI recommendation test.

Why it matters

Turn AI visibility into real business growth

The verified work in this Preview is a public-page audit. Assistant answers are planned and unavailable. Model tests stay NOT_EXECUTED.

  • Real AI Answers

    Planned · unavailable

    Collecting assistant answers is not available in this Preview. Model tests stay NOT_EXECUTED. This card is not a live feed.

  • Evidence-Based

    Available · public pages

    The check that runs today reads public pages and shows evidence you can verify. It does not collect original AI answers or citation sources from assistants.

  • Actionable Insights

    Available · fix pack

    Public-page findings can become page changes and acceptance checks. The one-time unlock stays on the existing checkout path. It does not buy a recommendation.

Sample · DEMO ONLY

See how it works

Opens the existing fictional demo on the results page. It is not a live recommendation test, and it is separate from a public-page diagnosis. Model tests stay NOT_EXECUTED.

Fix pack

Pricing

Free is $0 for 1 free run. The Fix Pack is $29.99 one-time. AI Visibility Growth stays Coming, and its checkout is disabled. The unlock button on a report uses the price the audit API returns. No subscription checkout is on this page. Pricing

Analyze My AI Visibility

The check is a public-page diagnosis, not an AI recommendation test. Model tests stay NOT_EXECUTED.

Definition

What is a Product Clarity Audit?

A Product Clarity Audit reads the public pages of a website and records what a visitor can verify about the product. Findings include evidence and actionable fixes you can check. It does not measure AI mentions or citations, and AI assistant tests stay NOT_EXECUTED.

FAQ

Do you query ChatGPT?

No. A Product Clarity Audit does not query ChatGPT, Claude, or Perplexity. AI assistant tests stay NOT_EXECUTED.

Is this mention monitoring?

No. This is not mention monitoring. It does not measure AI mentions or citations. It reads public pages and shows evidence you can verify.

What does the one-time unlock deliver?

The one-time unlock delivers the full findings, the fix pack, and acceptance checks. Suggested drafts stay marked DRAFT in this browser and are not written to your site.

What does the free summary include?

The free summary includes the checks that ran, top findings, and a short evidence quote. Full findings, the fix pack, and acceptance checks are the one-time unlock.

Do you guarantee an AI recommendation?

No. This audit does not guarantee an AI recommendation, mention, or citation.

Is the fictional demo a live scan?

No. The fictional demo is separate from a live scan. No website is opened for that view.