#1,975,177 OF 2,698,066 IN TECHNOLOGY
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AI Visibility Scorecard
modstack.dev · Technology
Borderline visible. AI bots can crawl ModStack, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#1,975,177 of 2,698,066 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"The easy button to build your Backend A developer-first PaaS alternative to Heroku, Railway & Render that gives you simple deployments without giving up infrastructure control." That is how ModStack introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
On the page itself the strengths are clear: a clear heading structure. It is passable on partial sitemap and link coverage. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt and structured data describing the business.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
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.
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 3.6/10, ModStack is crawlable but under-signaled - fixable, and the signals above are where to start.
Why ModStack?
Any Language. Any Framework. Any Cloud. Write in the language you love — JavaScript, Python, Java, Go, or anything else. Use any framework. Deploy to any Kubernetes cluster — EKS, GKE, AKS, on-prem, or bare metal. ModStack gives you the power of a managed PaaS without locking you into a single vendor or stack. Modules
How Does it Work?
Simple steps to get started with ModStack Create a new project on ModStack. Add your monolith or microservice(s) into your ModStack project by pointing to Git. Optionally, add any pre-built modules (E.g. Authentication) from the ModStack module store to your project. Each ModStack module is deployed as a Microservice in your project, accessible via REST APIs. Deploy to a cloud of your choice.
Is this your brand?
The exact fixes for ModStack
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 ModStack.
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/modstack-dev
Cite this score: Engagemii (2026). "AEO Score for ModStack." Retrieved from https://engagemii.com/aeo/brands/modstack-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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