AI Visibility Scorecard
231WebDev
231webdev.com · Technology
Borderline visible. AI bots can crawl 231WebDev, 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 8 times
Apple Intelligence · Meta AI · Claude
#1,075,887 of 2,707,444 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
?
AI Adoption
iNone detected · -/100
About 231WebDev
from our crawl and measurement
"#231WebDev - Web Developer Jeremy Gradisher located in Muskegon, MI. HTML5, PHP, jQuery. Wordpress development. Ruby on Rails dev. SEO and marketing." That is how 231WebDev of Muskegon, MI introduces itself. When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 4.9/10, 231WebDev is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 231WebDev
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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.
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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/231webdev
Cite this score: Engagemii (2026). "AEO Score for 231WebDev." Retrieved from https://engagemii.com/aeo/brands/231webdev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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