AI Visibility Scorecard
Build With Assembly
buildwithassembly.org · Technology
Borderline visible. AI bots can crawl Build With Assembly, 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 · Parallel
#1,469,965 of 2,704,312 in Technology for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Technology average 28
Top 49% of Technology
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Technology average 17
See what's behind this score →0
About Build With Assembly
from our crawl and measurement
"Build With Assembly is a software engineering firm that helps leading organizations champion rapid digital transformation." That is how Build With Assembly of Fort Lauderdale, FL introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Build With Assembly
- Website ·
- buildwithassembly.org
- Industry ·
- Technology
- Location ·
- Fort Lauderdale, FL
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Sep 30, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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.
The 6 off-page signals AI reads
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 read your site and name it in answers. At 4/10, Build With Assembly is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Are you experiencing these challenges?
01Outdated, or inconsistent experiences?02Confusing navigation making users leave?03Old, rigid systems or overlapping platforms?04Product, design, and engineering misaligned?05Delivery metrics focused on activity over impact?building better products, faster
What you get working with us?
DELIGHT THAT DRIVES ADOPTIONDigital products that performIncreased user engagement and retention, higher conversion rates and revenue, stronger brand perception.EARLY ROI, NOT JUST EARLY WORKFaster, more reliable deliveryFaster time to market, reduced risk of delays, greater team clarity, focus, and confidence.TECH THAT SCALES WITH YOUR BUSINESSModern tech foundationLower infrastructure and maintenance overhead,.
Is this your brand?
The exact fixes for Build With Assembly
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Build With Assembly.
Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/buildwithassembly-org
Cite this score: Engagemii (2026). "AEO Score for Build With Assembly." Retrieved from https://engagemii.com/aeo/brands/buildwithassembly-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform