AI Visibility Scorecard
iFixit EDU
edu.ifixit.com · Education
At 3.33/10, iFixit EDU is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Meta AI · Apple Intelligence
Top 1% in Education for AI visibility
49
AI Naming Predictability
iRarely named · 49/100
Education average 14
Top 10% of Education
See what's behind this score →3.33
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →25
0
About iFixit EDU
from our crawl and measurement
iFixit EDU describes itself simply: "Since we launched the program, over 34,000 students have worked together to create more than 59,000 repair manuals on iFixit." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.33 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
- Company ·
- iFixit EDU
- Website ·
- edu.ifixit.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
-
Not yet measured.
News & Press
Good
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.33/10, iFixit EDU is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for iFixit EDU.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/edu-ifixit
Cite this score: Engagemii (2026). "AEO Score for iFixit EDU." Retrieved from https://engagemii.com/aeo/brands/edu-ifixit
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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