AI Visibility Scorecard
Vision & Ink
getvisionink.com · Media & Entertainment
Somewhat visible. AI bots can read Vision & Ink, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#425,127 of 1,964,804 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
65
Muse Index Score
iAI agent readiness
Agent-ready · 65/100
4
AI Adoption
iBasic · 4/100
About Vision & Ink
from our crawl and measurement
"Vision & Ink builds embedded content systems for enterprise tech brands, helping CMOs drive demand and build exec authority before the sales call starts." That is how B2B Content Engines Built for Impact introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (ProfessionalService, WebSite, FAQPage), an llms.txt file for AI models and a sitemap.
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
Fair
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 5.3/10, Vision & Ink has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Recognise any of these?
We built Vision & Ink because we kept seeing the same problems in enterprise tech marketing.
Is this your brand?
The exact fixes for Vision & Ink
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.
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Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/getvisionink
Cite this score: Engagemii (2026). "AEO Score for Vision & Ink." Retrieved from https://engagemii.com/aeo/brands/getvisionink
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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