AI Visibility Scorecard
Self Evolve
agent-evolution.com · Technology
At 1.86/10, Self Evolve 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 Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 5 times
Claude · Meta AI · Parallel
Top 50% in Technology for AI visibility
20
AI Naming Predictability
iRarely named · 20/100
Technology average 28
Top 49% of Technology
See what's behind this score →1.86
-
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 →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Technology average 17
See what's behind this score →0
About Self Evolve
from our crawl and measurement
Self Evolve describes itself simply: "Self Evolve 是 AI Agent 自进化证据地图：先判断系统改了什么、谁验证、能否保留和回滚，再进入论文、项目、benchmark 与证据边界。English mirrors now cover the core evidence path; long-tail parity is still in progress." When AI engines look at it, they find little to work with. It scores 1.86 out of 10.
On its own pages the site does well on a clear heading structure. It is passable on some structured data, a partly stated business identity and basic crawler access. What holds it back is sitemaps and entity links AI can follow and credibility markers like credentials or reviews.
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. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
- Company ·
- Self Evolve
- Website ·
- agent-evolution.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 8, 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
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 1.86/10, Self Evolve is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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 Self Evolve.
Source & Attribution
Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/agent-evolution
Cite this score: Engagemii (2026). "AEO Score for Self Evolve." Retrieved from https://engagemii.com/aeo/brands/agent-evolution
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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