AI Visibility Scorecard
YellowBug Creative
yellowbug.co · Professional Services
Borderline visible. AI bots can crawl YellowBug Creative, 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
Meta AI · Claude · ChatGPT · Perplexity
#12,715 of 527,662 in Professional Services for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 87% of Professional Services companies
5
AEO Visibility
iBorderline · 4.6/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About YellowBug Creative
from our crawl and measurement
"YellowBug is a full-service creative agency offering branding, website design, digital marketing, and SEO for small businesses and nonprofits across the US." That is how YellowBug Creative of Lawrence, Kansas introduces itself. When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found structured data on the page (Place, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 20 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
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 4.6/10, YellowBug Creative is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Is Your Marketing Working Together? 4 Common Mistakes Small Businesses Make?
August 21, 2026 Good Marketing Starts with the Big Picture Small business marketing often gets built one need at a time.
Is Social Media Part of Your SEO Strategy?
December 1, 2025 Social Actually Impacts SEO If you’re investing time or money into SEO, you want it to work.
Is this your brand?
The exact fixes for YellowBug Creative
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for YellowBug Creative.
Source & Attribution
Scored by Engagemii on October 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/yellowbug-co
Cite this score: Engagemii (2026). "AEO Score for YellowBug Creative." Retrieved from https://engagemii.com/aeo/brands/yellowbug-co
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform