AI Visibility Scorecard
Patterns Dev
patternsdev.com · Technology
Somewhat visible. AI bots can read Patterns Dev, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#464,544 of 2,706,565 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
?
AI Adoption
iNone detected · -/100
About Patterns Dev
from our crawl and measurement
"Patterns Dev is a website development company serving Singapore and APAC. Webflow, Astro and Nuxt builds for SaaS teams and agencies, GMT+8 timezone." That is how Website Development Company in Singapore of London introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (Organization, WebSite, WebPage), an llms.txt file for AI models, 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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 5.4/10, Patterns Dev has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Got a project brewing?
Tell us what you're building. We read every message ourselves, and reply within a day from GMT+8. Let's talkLet's talk PATTERNS DEV LLP Registered in England & Wales Company No. OC453979 32 Kinburn Street, London, England, SE16 6DW HomeAboutOur WorkContact usServicesPatterns Dev© 2026 Patterns Dev.
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The exact fixes for Patterns Dev
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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 18, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/patternsdev
Cite this score: Engagemii (2026). "AEO Score for Patterns Dev." Retrieved from https://engagemii.com/aeo/brands/patternsdev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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