AI Visibility Scorecard
J.D. Hodges
jdhodges.com · Technology
Borderline visible. AI bots can crawl J.D. Hodges, 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.
AI engines read this profile 20 times
Claude · Meta AI · Apple Intelligence
#361,384 of 2,705,505 in Technology for AI visibility
23
5
AEO Visibility
iBorderline · 5/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
4
AI Adoption
iBasic · 4/100
About J.D. Hodges
from our crawl and measurement
J.D. Hodges works in Technology. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure. It is passable on a few credibility markers, basic crawler access and partial sitemap and link coverage. What holds it back is structured data describing the business and a clearly stated business identity.
Away from its own site, other sites link to it and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5/10, J.D. Hodges is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to Set Up a SSH Connection in Claude Code Desktop?
Sunday, 2026.05.24 J.D. H. Leave a comment Summary: Claude Code’s desktop app can SSH into a remote machine and run sessions there against your repo, MCP servers, and ~/.claude config. Setup is a four-field dialog, assuming ssh user@host (where user is your username and host is the hostname or IP) already works from your terminal. The non-obvious caveat: session history is siloed.
How to Fix the VMware Workstation “mksSandbox” Crash (ISBRendererComm Error)?
Thursday, 2026.05.21 J.D. H. Leave a comment Have you ever been working in a VM, everything’s fine, then dialog pops up like this: VMware Workstation unrecoverable error: (mks) ISBRendererComm: Lost connection to mksSandbox (3796) After that your VM is crashed and is powered off. Whatever you were in the middle of, gone with it. You start it back up, it runs for a bit, then it might crash again. 😢 Very not cool!
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The exact fixes for J.D. Hodges
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jdhodges
Cite this score: Engagemii (2026). "AEO Score for J.D. Hodges." Retrieved from https://engagemii.com/aeo/brands/jdhodges
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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