AI Visibility Scorecard
Stackguin
stackguin.com · Technology
At 1.80/10, Stackguin is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 4 times
Claude · Meta AI
19
AI Naming Predictability
iRarely named · 19/100
Technology average 28
Top 49% of Technology
See what's behind this score →1.80
-
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 →60
Muse Index Score
iAI agent readiness
Transactable · 60/100
Technology average 17
See what's behind this score →0
About Stackguin
from our crawl and measurement
Stackguin describes itself simply: "A private suite under one login: Collections (catalogue what you own and tag each item with a QR code for privacy-safe lost-and-found), plus Sport, Finance, Subscriptions and Travel." When AI engines look at it, they find little to work with. It scores 1.80 out of 10.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 4 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
- Company ·
- Stackguin
- Website ·
- stackguin.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page 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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.80/10, Stackguin is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
How to join. 🐧?
Stackguin is members-only, and there’s just one way in: an invitation link in the Lifeguin newsletter. The first one waddles out in Q4 2026 — subscribe now and you’ll be there when it lands, then a fresh invite every month after. One click creates your account, with every app on from day one.
Is this your brand?
The exact fixes for Stackguin
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Stackguin.
Source & Attribution
Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stackguin
Cite this score: Engagemii (2026). "AEO Score for Stackguin." Retrieved from https://engagemii.com/aeo/brands/stackguin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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