AI Visibility Scorecard
Designer to Fullstack
designertofullstack.com · Technology
Somewhat visible. AI bots can read Designer to Fullstack, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Claude · Apple Intelligence
#269,510 of 2,707,329 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Designer to Fullstack
from our crawl and measurement
Designer to Fullstack is a business whose own site puts it this way: "Tech articles about full stack design, web development and entrepreneurship by Kelly Barkhurst, a female designer, developer and business owner." Its AI visibility score is 5.7 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 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
Good
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
Strong
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 5.7/10, Designer to Fullstack has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How to Instantly Match Vector Art Colors in Adobe Illustrator?
By Kelly Barkhurst3 Min read 30July Stock vector illustrations are fantastic for speeding up your workflow, but getting them to align with your brand identity can be a headache. You do not have to waste hours selecting individual paths and updating colors one shape at a time.
Is this your brand?
The exact fixes for Designer to Fullstack
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 Designer to Fullstack.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/designertofullstack
Cite this score: Engagemii (2026). "AEO Score for Designer to Fullstack." Retrieved from https://engagemii.com/aeo/brands/designertofullstack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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