Sample report

See how SpotAQ turns AI visibility into a clear action plan

This sample report shows the kind of scorecard, competitor analysis, and next-step recommendations SpotAQ generates for SaaS teams that want to improve how AI engines describe and recommend their brand.

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What you can expect

  • A score snapshot that quickly shows whether AI engines understand and recommend your brand.
  • Examples of competitor pressure, mention rate, and the types of gaps that usually hold visibility back.
  • A realistic view of how the result page guides teams from diagnosis into concrete next steps.

Why teams find this useful

Instead of a vague GEO or AI SEO discussion, the report turns visibility into a score, a diagnosis, and a prioritized next move.

It helps founders and marketers understand whether AI engines are citing the right sources, skipping the brand, or recommending competitors instead.

Agencies can also use the same structure to show clients what is wrong, what changed, and what to work on next.

Sample preview

What the live result feels like

Result page

SpotAQ AI Visibility Report

Sample company • completed benchmark

SpotAQ score

72 / 100

Strong visibility base with room to widen the lead.

Mention rate

67%

Competitors surfaced

4

Top next move

Strengthen proof pages

Sample recommendation

Clarify the product category on the homepage, then add one comparison page and one trust-building case study so AI engines can reuse clearer evidence.

Want to see the real thing? Run your own benchmark and get a live result page tailored to your site.

I want my own score

Run a benchmark for your site and see how AI engines describe your brand today.

I want the deeper version

Preview the paid PDF to see how the full audit is packaged for teams and clients.

Use case

Founders validating positioning

See whether AI engines can correctly place your product in the right category and whether your brand appears in shortlist-style prompts.

Use case

Marketing teams prioritizing fixes

Turn a fuzzy visibility problem into a focused list of pages, proof assets, and messaging improvements to ship first.

Use case

Agencies packaging audits

Use a clear scorecard and action plan format to make AI visibility work easier to explain and sell to clients.

FAQ

Questions people usually have

Is this a real client report?

No. It is a sample designed to show the structure and level of detail you can expect from a real SpotAQ benchmark.

What changes in a real report?

A real report uses your own domain, category, AI mentions, citations, competitors, and fix recommendations instead of demo content.

Can I get the full version for my own site?

Yes. Run your own benchmark to generate a live result page, then unlock the full audit PDF if you want the deeper breakdown and implementation pack.

Who is this report best for?

It is most useful for SaaS founders, in-house marketers, and agencies that want to understand AI recommendation visibility in a more actionable way.