#232,443 OF 361,773 IN AUTOMOTIVE
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AI Visibility Scorecard
fixitfedauto.com · Automotive
Borderline visible. AI bots can crawl fixitfedauto, 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 1 times
Claude
#232,443 of 361,773 in Automotive for AI visibility
4
AEO Visibility
iBorderline · 4/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
fixitfedauto describes itself simply: "top of pageBook OnlineInquiry Services PageHome Tampa Bay Mobile Auto RepairFix It Fed Auto delivers professional mobile diagnostics, maintenance, and repair services throughout the Tampa." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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 4/10, fixitfedauto is crawlable but under-signaled - fixable, and the signals above are where to start.
Why Choose Us?
01On-Site HelpCovering the full Tampa region, we deliver expert garage services to your driveway, maximizing your personal convenience.02Total TrustOur skilled mechanics prioritize clear guidance for all tasks, ranging from routine oil changes to major system overhauls.03Rapid FixesWe provide precise electronic quotes and efficient mobile repairs so you can remain active while we restore your vehicle.
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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.
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Scored by Engagemii on August 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fixitfedauto
Cite this score: Engagemii (2026). "AEO Score for fixitfedauto." Retrieved from https://engagemii.com/aeo/brands/fixitfedauto
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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