AI Visibility Scorecard
McCue
f3016.com · Home & Living
Somewhat visible. AI bots can read McCue, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude · ChatGPT
#342,897 of 1,371,901 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About McCue
from our crawl and measurement
Safety Bollards, based in Danvers, MA, describes itself simply: "We design & build effective ASTM F3016 crash-tested safety bollards that help protect your people. Learn more about our CrashCore Bollards and installation." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (LocalBusiness) 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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
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
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 5.2/10, McCue has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What's a Crash-Tested Safety Bollard?
Crash-tested safety bollards are safety barriers that have been impact tested by an accredited third-party testing lab to an international safety standard. That means they're proven to stop vehicles from crashing into places like storefronts, restaurants and public spaces. Crash-tested bollards provide protection and save lives.
Is this your brand?
The exact fixes for McCue
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 McCue.
Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/f3016
Cite this score: Engagemii (2026). "AEO Score for McCue." Retrieved from https://engagemii.com/aeo/brands/f3016
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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