▼ 1.9 since Jul 2026
#757,203 OF 2,691,054 IN TECHNOLOGY
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AI Visibility Scorecard
Your Vibe Shift
yourvibeshift.com · Technology
Somewhat visible. AI bots can read Your Vibe Shift, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Meta AI · Apple Intelligence · Claude
#757,203 of 2,691,054 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
65
Muse Index Score
iAI agent readiness
Agent-ready · 65/100
13
AI Adoption
iBasic · 13/100
About Your Vibe Shift
from our crawl and measurement
"Byron Johnson is an expert Vibe Coder and Senior Web Developer with 15+ years of experience specializing in React, Next.js, AI-assisted development, MVP builds, and project rescue." That is how Your Vibe Shift introduces itself. Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
The site does the on-page work well, with structured data on the page (Person, WebSite, ProfessionalService), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.1/10, Your Vibe Shift has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Your Vibe Shift
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Your Vibe Shift.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/yourvibeshift
Cite this score: Engagemii (2026). "AEO Score for Your Vibe Shift." Retrieved from https://engagemii.com/aeo/brands/yourvibeshift
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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