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AI Visibility Scorecard
iFixit: The Free Repair Manual
ifixit.com · E-commerce
Well-positioned for AI search. The breakdown below shows where iFixit: The Free Repair Manual is still leaving points on the table.
AI engines read this profile 29 times
Meta AI · ChatGPT · Claude · Apple Intelligence
#104 of 659,247 in E-commerce for AI visibility
8
AEO Visibility
iVisible · 7.7/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About iFixit: The Free Repair Manual
from our crawl and measurement
iFixit is a business whose own site puts it this way: "iFixit is a global community of people helping each other repair things. Let's fix the world, one device at a time." Measured against the twelve signals AI engines rely on, it scores 7.7 out of 10, a strong showing.
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 13 times in our tracking, including OAI-SearchBot (OpenAI), Meta AI and GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
5
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
7
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
10
Inbound links from other sites.
Domain Authority
5
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
7
Press and news coverage.
Community
9
Forum and community discussion.
Social Mentions
9
Social discussion and mentions.
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 7.7/10, iFixit: The Free Repair Manual has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for iFixit: The Free Repair Manual
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ifixit
Cite this score: Engagemii (2026). "AEO Score for iFixit: The Free Repair Manual." Retrieved from https://engagemii.com/aeo/brands/ifixit
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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