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AI Visibility Scorecard
Spencer Lyons Portfolio
spencer-lyons.com · Technology
At 2/10, Spencer Lyons Portfolio is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,509,073 of 2,641,188 in Technology for AI visibility
2
/10
AEO Score
About Spencer Lyons Portfolio
from our crawl and measurement
Spencer Lyons Portfolio is a business whose own site puts it this way: "Software developer located in Kansas City, MO. I work with a bunch of different stakcs such as Laravel, React, React Native, Dot Net, Node and many more. Reach out if you have...." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.8 out of 10.
Our crawl found a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 2/10, Spencer Lyons Portfolio is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Spencer Lyons Portfolio
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/spencer-lyons
Cite this score: Engagemii (2026). "AEO Score for Spencer Lyons Portfolio." Retrieved from https://engagemii.com/aeo/brands/spencer-lyons
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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