#1,424,267 OF 2,702,035 IN TECHNOLOGY
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AI Visibility Scorecard
hifreedomdev.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 1 times
Claude
#1,424,267 of 2,702,035 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
20
Muse Index Score
iAI agent readiness
Agent-ready · 20/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
FreedomDev is a Zeeland, MI business whose own site puts it this way: "Sensible Software Engineering - Custom software development, systems integration, and IT consulting for West Michigan businesses." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
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.
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.
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.
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 4.4/10, FreedomDev is crawlable but under-signaled - fixable, and the signals above are where to start.
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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.
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Scored by Engagemii on August 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hifreedomdev
Cite this score: Engagemii (2026). "AEO Score for FreedomDev." Retrieved from https://engagemii.com/aeo/brands/hifreedomdev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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