AI Visibility Scorecard
Diffraction LLC
diffractionllc.com · Technology
At 2.30/10, Diffraction LLC is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and AI Discoverability. That is fixable, and the signals below show where to start.
AI engines read this profile 7 times
Claude · Apple Intelligence · Meta AI · Perplexity
27
AI Naming Predictability
iRarely named · 27/100
Technology average 28
Top 36% of Technology
See what's behind this score →2.30
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →0
About Diffraction LLC
from our crawl and measurement
"Skip to content Diffraction LLC IT Consulting services IT Consulting Services We provide expert level consulting services for those in need of custom solutions." That is how Diffraction LLC introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.30 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have read this profile 7 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
- Company ·
- Diffraction LLC
- Website ·
- diffractionllc.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 7, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
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 read your site and name it in answers. At 2.30/10, Diffraction LLC is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
In need of IT Consulting services?
Website and email hosting We can work with you to setup your website on whatever platform you would like.
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.
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Source & Attribution
Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/diffractionllc
Cite this score: Engagemii (2026). "AEO Score for Diffraction LLC." Retrieved from https://engagemii.com/aeo/brands/diffractionllc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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