AI Visibility Scorecard
JMS Dev Lab
jmsdevlab.com · Technology
Somewhat visible. AI bots can read JMS Dev Lab, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#566,692 of 2,705,620 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
13
AI Adoption
iBasic · 13/100
About JMS Dev Lab
from our crawl and measurement
JMS Dev Lab describes itself simply: "Custom software for businesses that are too unique for off-the-shelf tools and too small for enterprise pricing. EU-based Shopify Partner." 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 (Organization, LocalBusiness, SoftwareApplication), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Good
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
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, JMS Dev Lab has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Which Awkward Bit Sounds Familiar?
You do not need to know what software you need. Start with the part of the business that wastes time, causes mistakes or depends on one person’s memory. " We're running our entire operation on spreadsheets and it's held together with tape It started as a simple tracker. Now it has 40 tabs, formulas nobody understands, and everyone is terrified of breaking it. Measure what the workaround costs each year.
Got a Process That Should Be Simpler?
Send one awkward workflow. We will reply with the most sensible of four directions: build, buy, automate or wait. Show us the awkward bit JMS Dev Lab Custom software for businesses that are too unique for off-the-shelf tools and too small for enterprise pricing.
Is this your brand?
The exact fixes for JMS Dev Lab
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 JMS Dev Lab.
Source & Attribution
Scored by Engagemii on September 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jmsdevlab
Cite this score: Engagemii (2026). "AEO Score for JMS Dev Lab." Retrieved from https://engagemii.com/aeo/brands/jmsdevlab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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