AI Visibility Scorecard
Fix My Quack
fixmyquack.com · Automotive
Borderline visible. AI bots can crawl Fix My Quack, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 10 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#2,613 of 365,672 in Automotive for AI visibility
16
5
AEO Visibility
iBorderline · 4.7/10
43
Muse Index Score
iAI agent readiness
Basic · 43/100
0
AI Adoption
iNone detected · 0/100
About Fix My Quack
from our crawl and measurement
Fix My Quack is a Oldsmar, Florida business whose own site puts it this way: "Mr. Auto Glass is a trusted auto glass repair and replacement company serving multiple locations in Florida, including Pinellas, Polk, Pasco, Duval, Clay, Sarasota, Manatee, and." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (Place, AutomotiveBusiness, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Good
Press and news coverage.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.7/10, Fix My Quack is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Our Auto Glass Repair & Replacement Services?
FeatureOur Premium Auto Glass ServicesOther Auto Glass ProvidersInsurance CoverageWe handle all claims & accept all major insurance providers with no out-of-pocket cost.Customers must handle claims themselves; limited insurance acceptance.Service SpeedSame-day & next-day service with mobile repair options.Long wait times and limited mobile availability.Windshield Repair vs.
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The exact fixes for Fix My Quack
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Fix My Quack.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fixmyquack
Cite this score: Engagemii (2026). "AEO Score for Fix My Quack." Retrieved from https://engagemii.com/aeo/brands/fixmyquack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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