AI Visibility Scorecard
Nexus Development Group — Estimating, Takeoff & Pre
nexusdevgrp.com · Technology
Borderline visible. AI bots can crawl Nexus Development Group — Estimating, Takeoff & Pre, 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 2 times
Claude
#1,807,789 of 2,707,329 in Technology for AI visibility
48
AI Naming Predictability
iSometimes named · 48/100
4
AEO Visibility
iBorderline · 4.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
About Nexus Development Group — Estimating, Takeoff & Pre
from our crawl and measurement
"Nexus Development Group delivers precision estimating, takeoff support, and advanced pre-construction planning for owners and developers across the Southeast." That is how Nexus Development Group Estimating, Takeoff & Pre introduces itself. When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once 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
Fair
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 4.1/10, Nexus Development Group — Estimating, Takeoff & Pre is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Nexus Development Group — Estimating, Takeoff & Pre
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nexusdevgrp
Cite this score: Engagemii (2026). "AEO Score for Nexus Development Group — Estimating, Takeoff & Pre." Retrieved from https://engagemii.com/aeo/brands/nexusdevgrp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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