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AI Visibility Scorecard
Obed Johnson - Let's Talk Tech
obedjohnson.com · Technology
Borderline visible. AI bots can crawl Obed Johnson - Let's Talk Tech, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,831,170 of 2,827,811 in Technology for AI visibility
4.3
/10
AEO Score
About Obed Johnson - Let's Talk Tech
from our crawl and measurement
"Professional Front-end developer & digital designer offering digital design, UI/UX, web development, mobile apps, AI solutions & SEO services. Transform your ideas into reality." That is how Obed Johnson introduces itself. When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
The site gets some of it right: it has structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models, a sitemap. What holds it back is what is absent, including a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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
0
Little domain authority yet.
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 4.3/10, Obed Johnson - Let's Talk Tech is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Obed Johnson - Let's Talk Tech
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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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/obedjohnson
Cite this score: Engagemii (2026). "AEO Score for Obed Johnson - Let's Talk Tech." Retrieved from https://engagemii.com/aeo/brands/obedjohnson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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