Sample report — fictional business

Maple & Ash Family Dentistry

mapleashdental.example

This is a fictional business created to demonstrate VisibilityZen's audit report format. It does not depict a real scan, real AI-engine responses, or a real competitor set.

54/100 Grade D

Issues found (20 checks run)

Where AI engines get stuck

  • ClaudeBot blocked in robots.txt — Crawler access

    Anthropic's crawler is disallowed site-wide — zero visibility in Claude-powered answers.

  • No LocalBusiness schema — Schema

    AI engines can't confirm address, hours, or service area without structured data.

  • Practice name inconsistent across pages — Entity clarity

    Footer, About page, and title tags use three different name variants.

  • No llms.txt file — llms.txt

    One of ~20 signals AI crawlers look for is missing entirely.

  • No FAQ schema on service pages — Schema

    Common patient questions aren't marked up for AI extraction.

  • Sitemap missing 4 service pages — Sitemap

    New pages added in the last 6 months were never added to sitemap.xml.

  • OAI-SearchBot rate-limited by host — Crawler access

    Server config throttles repeated crawler requests, causing incomplete indexing.

  • GPTBot and PerplexityBot allowed — Crawler access

    Both crawlers can access the full site.

  • sitemap.xml present and valid — Sitemap

    Core pages are discoverable.

  • Service pages have clear, unique copy — Content

    No thin or duplicate content detected across the 6 core service pages.

Prompt panel

10 buyer-intent prompts, checked live

Does the engine mention Maple & Ash Family Dentistry? Who does it recommend instead?

Prompt ChatGPT Gemini Who's recommended
best family dentist in Maple Grove No No Maple Grove Dental Partners
dentist near me that takes new patients No Yes Maple Grove Dental Partners
affordable teeth cleaning Maple Grove MN No No Grove Smiles Dental
emergency dentist open weekends Maple Grove No No Grove Smiles Dental
pediatric dentist Maple Grove Yes No Maple & Ash Family Dentistry
best rated dental office in Maple Grove No No Maple Grove Dental Partners
dentist that does Invisalign Maple Grove No No Grove Smiles Dental
gentle dentist for anxious patients Maple Grove No No Maple Grove Dental Partners
dentist accepting Delta Dental insurance Maple Grove No No Grove Smiles Dental
same day dental appointment Maple Grove No No Maple Grove Dental Partners

Competitor comparison

Who AI engines are citing instead

Business Prompt mentions (of 10) Schema llms.txt
Maple Grove Dental Partners 6 LocalBusiness + FAQ Yes
Grove Smiles Dental 4 LocalBusiness No
Maple & Ash Family Dentistry (you) 1 None No

Prioritized fix plan

What to fix first

  • 1

    Unblock ClaudeBot in robots.txt

    Impact: High · Effort: Low

  • 2

    Add LocalBusiness schema (name, address, hours, service area)

    Impact: High · Effort: Low

  • 3

    Standardize practice name across all pages and metadata

    Impact: High · Effort: Medium

  • 4

    Publish llms.txt with services summary

    Impact: Medium · Effort: Low

  • 5

    Add FAQ schema to top 3 service pages

    Impact: Medium · Effort: Medium

  • 6

    Fix sitemap.xml to include all service pages

    Impact: Medium · Effort: Low

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