AI Discoverability Intelligence

Can AI systems understand your brand?

See whether ChatGPT, Gemini, Claude, Perplexity, and other AI experiences can discover, interpret, trust, cite, and potentially recommend your business.

Request Your Free AI Discoverability Diagnosis See What the Report Includes ↓
Built forSaaSB2B TechAgenciesPublishersEcommerceEnterprise
DISCOVERABILITY SNAPSHOT● EVIDENCE SCAN
64/100
READINESS ESTIMATEPromising, but unclear

AI systems can find the brand. Critical trust and entity signals are fragmented.

Entity clarity78
Trust evidence51
Citation readiness43
Technical signals71
01

Priority finding
Product claims lack independently verifiable evidence and consistent entity connections.

Illustrative output. Scores are evidence-based estimates, not AI platform ranking data.

THE VISIBILITY GAP

Your brand may be visible to Google—and still be unclear to AI.

AI systems do more than index pages. They connect entities, reconcile claims, weigh sources, and assemble answers. If your evidence is scattered or ambiguous, your brand can be overlooked, misrepresented, or excluded.

Traditional analytics cannot show you this gap. QueryTrends makes the evidence visible.

WHAT WE MEASURE

A rigorous view of how AI-ready your brand appears.

We examine the public signals AI systems may use to understand who you are, what you know, and whether your content is worth referencing.

01

Discovery

Can AI crawlers and answer engines access the pages that explain your business?

02

Entity clarity

Do your site, profiles, and structured data describe the same company, products, and expertise?

03

Trust evidence

Are important claims supported by credible sources, authorship, documentation, and original evidence?

04

Citation readiness

Does your content make useful answers and supporting facts easy to extract and attribute?

05

Technical signals

Are schema, metadata, internal links, sitemaps, and canonical signals coherent?

06

Competitive position

Where does one selected competitor provide clearer or stronger evidence than your brand?

SAMPLE REPORT OUTPUT

Findings your team can act on.

Not a pile of generic recommendations. Every finding connects observable evidence to a practical correction.

  • ✓Executive diagnosis and evidence summary
  • ✓AI Discoverability Readiness Score
  • ✓Brand vs. one-competitor comparison
  • ✓Entity, schema, content, and trust findings
  • ✓Prioritized 30-day action plan
  • ✓Top fixes ranked by impact and effort
FINDING QT–014HIGH PRIORITY

Core product entity is inconsistently defined

The homepage, product schema, and third-party profiles use different naming and category language.

OBSERVED EVIDENCEOrganization → Product relationship: incompletesameAs coverage: 2 of 6 key profiles
RECOMMENDED FIX

Standardize the product entity and connect authoritative profiles through structured data and supporting page copy.

COMPETITOR COMPARISON

Know exactly where a competitor is easier for AI to understand.

We compare the same evidence categories across your brand and one direct competitor—then isolate the gaps that are realistic to close.

SIGNALYOUR BRANDCOMPETITOR
Entity consistencyStrongStrong
Source authorityDevelopingStrong
Original evidenceLimitedStrong
Schema coverageStrongDeveloping
Answer-ready contentDevelopingStrong
THE ACTION PLAN

Fix the signals with the highest leverage first.

Each recommendation is ranked by evidence, potential impact, implementation effort, and dependency—not by a generic checklist.

WEEK 01

Clarify

Resolve entity conflicts, positioning ambiguity, and technical access issues.

WEEKS 02–03

Strengthen

Improve structured data, documentation, source support, and answer-ready content.

WEEK 04

Validate

Recheck the evidence, document changes, and establish a monitoring baseline.

RESULTS-FIRST PILOT

See the problem before you pay for the implementation.

We begin with a free, focused diagnosis. If we find a material opportunity, we show you the evidence and propose a tightly scoped pilot. You decide whether the findings justify the investment.

  1. 01

    Request the diagnosis

    Send your site, industry, and one competitor.

  2. 02

    Review the initial evidence

    We identify one or more meaningful discoverability gaps.

  3. 03

    Approve the pilot

    Only proceed if the scope and business case make sense.

  4. 04

    Receive the report + fixes

    Get the full analysis, competitor benchmark, and prioritized implementation.

PILOT PRICING

Start with one decision-grade engagement.

Final scope depends on site size, evidence complexity, and implementation needs.

AI DISCOVERABILITY PILOT
$750–$1,000 typical implementation range

Full report, one-competitor benchmark, prioritized action plan, and implementation of the agreed highest-value fixes.

Request a Free Diagnosis
OPTIONAL MONITORING
From $500 per month

Ongoing evidence checks, competitive movement, change tracking, new risks, and prioritized monthly recommendations.

Ask about monitoring
FAQ

What serious teams ask first.

Is this traditional SEO?+

No. Search fundamentals matter, but the report focuses on whether AI systems can resolve your entity, interpret your evidence, and confidently use your content when forming answers.

Will this guarantee AI citations or rankings?+

No. No provider can guarantee how independent AI systems rank, cite, recommend, or generate answers. We identify evidence gaps and improve readiness.

What do you need from us?+

Your website, industry, one competitor, and a short description of your highest-value customer questions. No account access is required for the free diagnosis.

What happens after the free diagnosis?+

You receive a concise initial finding. If the opportunity is meaningful, we scope a paid pilot that delivers the full report and helps implement the highest-priority fixes.

How are scores calculated?+

Scores are evidence-based estimates derived from observable technical, entity, content, authority, and citation-readiness signals. They are not proprietary ranking data from any AI platform.

FREE INITIAL DIAGNOSIS

Find out where your brand becomes unclear to AI.

Complete a short form about your company, website, and one competitor. We will review your public evidence and respond with an initial finding and the clearest next step.

No guarantees. No pressure.
A concise, evidence-led starting point for deciding whether a full pilot is worthwhile.
01
Complete the secure request form

Your contact and company details will be recorded for review.

02
We review your public evidence

No account access or confidential information is required.

03
Receive your initial finding

We will contact you at the email address you provide.

Open the Free Diagnosis Form

The form opens in a new tab. Your information will be used only to evaluate your request and contact you about your diagnosis.

METHODOLOGY NOTE

QueryTrends evaluates publicly observable signals, including technical accessibility, entity consistency, structured data, content quality, source support, authority indicators, and comparative evidence. AI readiness scores are evidence-based estimates—not proprietary ranking, citation, or recommendation data from OpenAI, Google, Anthropic, Perplexity, or any other AI provider.

IMPORTANT DISCLAIMER

AI system behavior is dynamic and outside our control. QueryTrends does not guarantee rankings, citations, mentions, traffic, leads, recommendations, or revenue. Findings reflect the evidence available at the time of analysis.