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AI Visibility Scorecard
Roofing Company | CE Little Contracting A black map pin with a hole in the middle on a white background.A black and white icon of an envelope with an email address on it.A black and white envelope icon on a white background.A black and white drawing of a person surrounded by three stars.A black and white drawing of a handshake with a shield.A black and white drawing of a gear on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black and white icon of a handshake with a ribbon.A black and white icon of a percentage and a dollar bill.A group of people standing around a shopping basket.A black and white icon of a gear and a dollar sign.A black and white icon of a gear and a circuit board.A black and white icon of a certificate with a ribbon.A black and white silhouette of a telephone on a white background.A black and white envelope icon on a white background.A black map pin with a hole in the middle on a white background.
celittlecontracting.com · real estate
Somewhat visible. AI bots can read Roofing Company | CE Little Contracting A black map pin with a hole in the middle on a white background.A black and white icon of an envelope with an email address on it.A black and white envelope icon on a white background.A black and white drawing of a person surrounded by three stars.A black and white drawing of a handshake with a shield.A black and white drawing of a gear on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black and white icon of a handshake with a ribbon.A black and white icon of a percentage and a dollar bill.A group of people standing around a shopping basket.A black and white icon of a gear and a dollar sign.A black and white icon of a gear and a circuit board.A black and white icon of a certificate with a ribbon.A black and white silhouette of a telephone on a white background.A black and white envelope icon on a white background.A black map pin with a hole in the middle on a white background., but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
ChatGPT
#19,161 of 874,198 in Finance & Insurance for AI visibility
6.4
/10
AEO Score
About Roofing Company | CE Little Contracting A black map pin with a hole in the middle on a white background.A black and white icon of an envelope with an email address on it.A black and white envelope icon on a white background.A black and white drawing of a person surrounded by three stars.A black and white drawing of a handshake with a shield.A black and white drawing of a gear on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black and white icon of a handshake with a ribbon.A black and white icon of a percentage and a dollar bill.A group of people standing around a shopping basket.A black and white icon of a gear and a dollar sign.A black and white icon of a gear and a circuit board.A black and white icon of a certificate with a ribbon.A black and white silhouette of a telephone on a white background.A black and white envelope icon on a white background.A black map pin with a hole in the middle on a white background.
from our crawl and measurement
"Welcome! At C.E. Little Contracting, proudly serving the Pittsburgh area for 38 years, owner Chuck leads our team with integrity and a commitment to exceptional quality." That is how Roofing Company of Cranberry Twp, PA introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a few credibility markers.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The business dates to 1987.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 6.4/10, Roofing Company | CE Little Contracting A black map pin with a hole in the middle on a white background.A black and white icon of an envelope with an email address on it.A black and white envelope icon on a white background.A black and white drawing of a person surrounded by three stars.A black and white drawing of a handshake with a shield.A black and white drawing of a gear on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black and white icon of a handshake with a ribbon.A black and white icon of a percentage and a dollar bill.A group of people standing around a shopping basket.A black and white icon of a gear and a dollar sign.A black and white icon of a gear and a circuit board.A black and white icon of a certificate with a ribbon.A black and white silhouette of a telephone on a white background.A black and white envelope icon on a white background.A black map pin with a hole in the middle on a white background. has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Roofing Company | CE Little Contracting A black map pin with a hole in the middle on a white background.A black and white icon of an envelope with an email address on it.A black and white envelope icon on a white background.A black and white drawing of a person surrounded by three stars.A black and white drawing of a handshake with a shield.A black and white drawing of a gear on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black and white icon of a handshake with a ribbon.A black and white icon of a percentage and a dollar bill.A group of people standing around a shopping basket.A black and white icon of a gear and a dollar sign.A black and white icon of a gear and a circuit board.A black and white icon of a certificate with a ribbon.A black and white silhouette of a telephone on a white background.A black and white envelope icon on a white background.A black map pin with a hole in the middle on a white background.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Roofing Company | CE Little Contracting A black map pin with a hole in the middle on a white background.A black and white icon of an envelope with an email address on it.A black and white envelope icon on a white background.A black and white drawing of a person surrounded by three stars.A black and white drawing of a handshake with a shield.A black and white drawing of a gear on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black and white icon of a handshake with a ribbon.A black and white icon of a percentage and a dollar bill.A group of people standing around a shopping basket.A black and white icon of a gear and a dollar sign.A black and white icon of a gear and a circuit board.A black and white icon of a certificate with a ribbon.A black and white silhouette of a telephone on a white background.A black and white envelope icon on a white background.A black map pin with a hole in the middle on a white background..
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/celittlecontracting
Cite this score: Engagemii (2026). "AEO Score for Roofing Company | CE Little Contracting A black map pin with a hole in the middle on a white background.A black and white icon of an envelope with an email address on it.A black and white envelope icon on a white background.A black and white drawing of a person surrounded by three stars.A black and white drawing of a handshake with a shield.A black and white drawing of a gear on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black map pin with a hole in the middle on a white background.A black and white icon of a handshake with a ribbon.A black and white icon of a percentage and a dollar bill.A group of people standing around a shopping basket.A black and white icon of a gear and a dollar sign.A black and white icon of a gear and a circuit board.A black and white icon of a certificate with a ribbon.A black and white silhouette of a telephone on a white background.A black and white envelope icon on a white background.A black map pin with a hole in the middle on a white background.." Retrieved from https://engagemii.com/aeo/brands/celittlecontracting
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