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AI Visibility Scorecard
Josh Kodroff, Technologist
joshkodroff.com · Technology
Somewhat visible. AI bots can read Josh Kodroff, Technologist, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#445,044 of 3,217,377 in Technology for AI visibility
5.5
/10
AEO Score
About Josh Kodroff, Technologist
from joshkodroff.com
Josh Kodroff, Technologist About CI/CD for Infrastructure as Code with Terraform and Atlantis 2018-07-04 Comments In this post, we’ll go over a complete workflow for continuous integration (CI) and continuous delivery (CD) for infrastructure as code (IaC) with just 2 tools: Terraform, and Atlantis.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
2
Forum and community discussion.
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 5.5/10, Josh Kodroff, Technologist has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Josh Kodroff, Technologist
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/joshkodroff
Cite this score: Engagemii (2026). "AEO Score for Josh Kodroff, Technologist." Retrieved from https://engagemii.com/aeo/brands/joshkodroff
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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