#779,864 OF 932,312 IN EDUCATION
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AI Visibility Scorecard
Resilient Web Solutions LLC
mcmannesswebdesign.com · Education
Borderline visible. AI bots can crawl Resilient Web Solutions LLC, 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 3 times
Meta AI · Claude
#779,864 of 932,312 in Education for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
20
Muse Index Score
iAI agent readiness
Agent-ready · 20/100
0
AI Adoption
iNone detected · 0/100
About Resilient Web Solutions LLC
from our crawl and measurement
"Custom websites built and hosted by a credentialed Topeka developer who answers the phone. Serving Kansas businesses from Topeka, KS." That is how Custom Websites for Kansas Businesses of Topeka, KS introduces itself. When AI engines look at it, they find little to work with. It scores 3.2 out of 10.
Our crawl found structured data on the page (ProfessionalService, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Weak
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
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 3.4/10, Resilient Web Solutions LLC is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Resilient Web Solutions LLC
Which AI engines already crawl you
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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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcmannesswebdesign
Cite this score: Engagemii (2026). "AEO Score for Resilient Web Solutions LLC." Retrieved from https://engagemii.com/aeo/brands/mcmannesswebdesign
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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