AI Visibility Scorecard
stackrefit.com · Technology
At 1.63/10, StackRefit is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
19
AI Naming Predictability
iRarely named · 19/100
Technology average 28
Top 49% of Technology
See what's behind this score →1.63
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Technology average 17
See what's behind this score →8
from our crawl and measurement
"Audits, sprints, upgrades, and handovers for legacy PHP, WordPress, Laravel, and Linux systems. Fixed-price audit from €750." That is how StackRefit introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.63 out of 10.
Our crawl found structured data on the page (Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
Strong · Good · Fair · Weak
Structured Data
Fair
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
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.63/10, StackRefit is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Not sure how fragile your stack actually is?
Six honest questions across the same axes a real audit checks — upgrades, tests, deploys, dependencies, incidents, knowledge. You see your score immediately.
Have an old system you're unsure how to quote, maintain, or upgrade?
A StackRefit Audit gives you a clear technical picture, an urgent-risk list, and a practical 30/60/90-day roadmap.
Is this your brand?
The exact fixes for StackRefit
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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stackrefit
Cite this score: Engagemii (2026). "AEO Score for StackRefit." Retrieved from https://engagemii.com/aeo/brands/stackrefit
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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