AI Visibility Scorecard
QC
qualitycounts.net · Technology
Borderline visible. AI bots can crawl QC, 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 6 times
Claude · Meta AI · Perplexity · ShapBot
#860,026 of 2,705,505 in Technology for AI visibility
4
4
AEO Visibility
iBorderline · 4.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About QC
from our crawl and measurement
"We provide a variety of transportation data services to help guide infrastructure growth, improve network efficiency and make our communities better places to live, learn, work and play." That is how qualitycounts.net introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic), Meta AI and PerplexityBot.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
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 4.2/10, QC is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How can we help?
PUBLICAGENCIESEnhance the performance of your roadway network and improve public safety through our Next Level Data Collection program.CONSULTANTSA partnership with QC will allow you to address day-to-day data needs while boosting the effectiveness and efficiency of your projects.RESEARCHERSOur unmatched experience and technical expertise helps other innovators create a positive impact on engineering and planning.
Is this your brand?
The exact fixes for QC
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for QC.
Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/qualitycounts-net
Cite this score: Engagemii (2026). "AEO Score for QC." Retrieved from https://engagemii.com/aeo/brands/qualitycounts-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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