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AI Visibility Scorecard
Share Your Repair
johnfixesstuff.com · Technology
Somewhat visible. AI bots can read Share Your Repair, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#349,885 of 2,624,033 in Technology for AI visibility
5.7
/10
AEO Score
About Share Your Repair
from our crawl and measurement
Share Your Repair is a business whose own site puts it this way: "Detailed, step-by-step instructions, giving you the confidence you need to do it yourself and save a lot of money!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.7/10, Share Your Repair has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Share Your Repair
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnfixesstuff
Cite this score: Engagemii (2026). "AEO Score for Share Your Repair." Retrieved from https://engagemii.com/aeo/brands/johnfixesstuff
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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