AI Visibility Scorecard
Mancuso Landscaping
232dev.com · Professional Services
Somewhat visible. AI bots can read Mancuso Landscaping, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Claude · Meta AI · Apple Intelligence · ShapBot
#90,212 of 526,898 in Professional Services for AI visibility
6
AEO Visibility
iBorderline · 5.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
?
AI Adoption
iNone detected · -/100
About Mancuso Landscaping
from our crawl and measurement
"232 Creative is a full-service Pittsburgh digital marketing agency. Get in touch with us to bring your ideas to life!." That is how Mancuso Landscaping introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
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 5.5/10, Mancuso Landscaping has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Mancuso Landscaping
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/232dev
Cite this score: Engagemii (2026). "AEO Score for Mancuso Landscaping." Retrieved from https://engagemii.com/aeo/brands/232dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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