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AI Visibility Scorecard
Neal Ehardt
nealehardt.com · Sports & Recreation
At 2.8/10, Neal Ehardt 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
#207,427 of 230,413 in Sports & Recreation for AI visibility
2.8
/10
AEO Score
About Neal Ehardt
from our crawl and measurement
Neal Ehardt describes itself simply: "Neal Ehardt Robots, software, complete streets About me My background - I’m from Houston, TX and living here again after school in Chicago and work in Los Angeles." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.
Our crawl found structured data on the page (WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
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
2
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 2.8/10, Neal Ehardt is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Neal Ehardt
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Athletes Know What They Want. They Just Can't Find a Brand That Listens.
An athlete shopping for gear isn't browsing. They're problem-solving.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Neal Ehardt.
Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nealehardt
Cite this score: Engagemii (2026). "AEO Score for Neal Ehardt." Retrieved from https://engagemii.com/aeo/brands/nealehardt
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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