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AI Visibility Scorecard
Langdon White — Systems, AI, and the Work of Adoption
fishjump.com · Technology
Somewhat visible. AI bots can read Langdon White — Systems, AI, and the Work of Adoption, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#251,258 of 2,832,391 in Technology for AI visibility
6
/10
AEO Score
About Langdon White — Systems, AI, and the Work of Adoption
from our crawl and measurement
Langdon White Systems, AI, and the Work of Adoption describes itself simply: "Systems-oriented builder, writer, and strategist exploring AI attribution, institutional adoption, and the work of turning technical capability into operational reality." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure and visible credibility markers. It is passable on a partly stated business identity, basic crawler access and partial sitemap and link coverage. What holds it back is structured data describing the business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
1
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 6/10, Langdon White — Systems, AI, and the Work of Adoption has a working base to build on - fixable, and the signals above are where to start.
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Source & Attribution
Scored by Engagemii on July 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fishjump
Cite this score: Engagemii (2026). "AEO Score for Langdon White — Systems, AI, and the Work of Adoption." Retrieved from https://engagemii.com/aeo/brands/fishjump
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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