AI Visibility Scorecard
DVStack Labs
dvstacklabs.com · Technology
Somewhat visible. AI bots can read DVStack Labs, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#393,528 of 2,707,329 in Technology for AI visibility
36
AI Naming Predictability
iSometimes named · 36/100
6
AEO Visibility
iBorderline · 5.5/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
19
AI Adoption
iBasic · 19/100
About DVStack Labs
from our crawl and measurement
"DVStack Labs is a vertical AI infrastructure company that builds deep, industry-specific AI platforms for aquaculture, real estate, and finance." That is how DVStack Labs introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (Organization, WebSite, FAQPage), 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
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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 5.5/10, DVStack Labs has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for DVStack Labs
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dvstacklabs
Cite this score: Engagemii (2026). "AEO Score for DVStack Labs." Retrieved from https://engagemii.com/aeo/brands/dvstacklabs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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