AI Visibility Scorecard
FreedomDev
meetfreedomdev.com · Technology
Borderline visible. AI bots can crawl FreedomDev, 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 5 times
Meta AI · Claude
#944,968 of 2,705,025 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5/10
20
Muse Index Score
iAI agent readiness
Agent-ready · 20/100
0
AI Adoption
iNone detected · 0/100
About FreedomDev
from our crawl and measurement
"Sensible Software Engineering - Custom software development, systems integration, and IT consulting for West Michigan businesses." That is how FreedomDev of Zeeland, MI introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, ProfessionalService, WebSite) 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
Strong
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
Weak
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 5/10, FreedomDev is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Buried in a Backlog?
We partner with you to clear the queue and build the tools your team desperately needs.Systems We Build ERP & Custom Dashboards Time Tracking & Scheduling QuickBooks / Accounting Shipping & Material Handling Financial Forecasting Inventory & Purchase Ordering Quality Tools (8Ds) & Assessments Spare Parts Management Power BI / Analytics AI Chatbots & AssistantsCore ServicesNew Software DevelopmentSystem.
Is this your brand?
The exact fixes for FreedomDev
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 FreedomDev.
Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/meetfreedomdev
Cite this score: Engagemii (2026). "AEO Score for FreedomDev." Retrieved from https://engagemii.com/aeo/brands/meetfreedomdev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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