AI Visibility Scorecard
Evander Labs
evanderlabs.com · Technology
At 1.63/10, Evander Labs 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 3 times
Claude
Top 50% in Technology for AI visibility
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 →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Technology average 17
See what's behind this score →0
About Evander Labs
from our crawl and measurement
Evander Labs describes itself simply: "UK software practice building data, analytics and creative-AI products." When AI engines look at it, they find little to work with. It scores 1.63 out of 10.
Our crawl found structured data on the page (Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
- Company ·
- Evander Labs
- Website ·
- evanderlabs.com
- Industry ·
- Technology
- Location ·
- Scotland
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Good
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 1.63/10, Evander Labs is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What is on the bench now.?
Work moves in one direction: research establishes whether something holds, development makes it usable, release puts it in front of people. Nothing skips a stage. Now EvanderOS kernel and the first ring-fenced tools Hardening the FORGE sockets and moving the existing analysis tools onto them, so each one runs inside its own boundary with its own data contract instead of sharing a process.
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.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/evanderlabs
Cite this score: Engagemii (2026). "AEO Score for Evander Labs." Retrieved from https://engagemii.com/aeo/brands/evanderlabs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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