AI Visibility Scorecard
Herbie Balboa Productions
herbiepro.com · Professional Services
At 2.5/10, Herbie Balboa Productions 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.
AI engines read this profile 3 times
Meta AI · Claude
#503,152 of 526,862 in Professional Services for AI visibility
8
AI Naming Predictability
iRarely named · 8/100
3
AEO Visibility
iNear-invisible · 2.5/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Herbie Balboa Productions
from our crawl and measurement
"Veteran-owned guerilla marketing agency in Frederick, MD. Bold strategy. Real results. Because normal gets you ignored." That is how Herbie Balboa Productions of Frederick, MD introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.5 out of 10.
The site gets some of it right: it has a clearly stated business identity, structured data describing the business. What holds it back is what is absent, including a heading structure that lays out what it offers, credibility markers like credentials or reviews, sitemaps and entity links AI can follow.
Off the page there is almost nothing to corroborate it: the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on. That half of the score is earned elsewhere on the web, not on the site itself.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
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 2.5/10, Herbie Balboa Productions is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Herbie Balboa Productions
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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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/herbiepro
Cite this score: Engagemii (2026). "AEO Score for Herbie Balboa Productions." Retrieved from https://engagemii.com/aeo/brands/herbiepro
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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