AI Visibility Scorecard
Frontera Networks, LLC (new)
mapuschi.com · Technology
At 1.3/10, Frontera Networks, LLC (new) 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 2 times
Claude · Meta AI
#2,477,339 of 2,707,180 in Technology for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 44% of Technology companies
1
AEO Visibility
iNear-invisible · 1.3/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Frontera Networks, LLC (new)
from our crawl and measurement
"fronteranetworks.com Frontera Networks LLC is Bryan Hance and his associated hardware, software, and systems projects." That is how Frontera Networks, LLC (new) of Portland, OR introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.3 out of 10.
Our crawl found an llms.txt file for AI models. It is missing structured data describing the business, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Weak
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
Weak
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 1.3/10, Frontera Networks, LLC (new) is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Frontera Networks, LLC (new)
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Frontera Networks, LLC (new).
Source & Attribution
Scored by Engagemii on October 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mapuschi
Cite this score: Engagemii (2026). "AEO Score for Frontera Networks, LLC (new)." Retrieved from https://engagemii.com/aeo/brands/mapuschi
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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