AI Visibility Scorecard
GMS
gms.dev · Technology
Somewhat visible. AI bots can read GMS, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · Apple Intelligence · Meta AI
#845,601 of 2,705,024 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About GMS
from our crawl and measurement
GMS describes itself simply: "Where software craftsmanship meets business requirements." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
Under the hood there is a sitemap and a readable heading structure, but the score is capped by what is missing: structured data describing the business, an llms.txt file.
Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Weak
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
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 5.1/10, GMS has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why partner with Grove Manor Software?
We bring years of experience developing, deploying, and maintaining software applications across multiple domains.Working cross-functionallyWe work with stakeholders across multiple business units to deliver practical and reliable solutions.Defining best-practicesWe help teams define engineering best-practices that are recognized by the broader industry.Driving engineering initiativesWe're comfortable spearheading.
Is this your brand?
The exact fixes for GMS
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 GMS.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gms-dev
Cite this score: Engagemii (2026). "AEO Score for GMS." Retrieved from https://engagemii.com/aeo/brands/gms-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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