AI Visibility Scorecard
How’s it going? Reinforcement learning in language models recruits a functional welfare axis
functionalwelfare.com · Media & Entertainment
Borderline visible. AI bots can crawl How’s it going? Reinforcement learning in language models recruits a functional welfare axis, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,233,111 of 1,965,647 in Media & Entertainment for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
6
AI Adoption
iBasic · 6/100
About How’s it going? Reinforcement learning in language models recruits a functional welfare axis
from our crawl and measurement
"How does reinforcement learning shape a language model’s internal representations? We present evidence that RL recruits a pre-existing representation of functional welfare: an estimate of." That is how How’s it going? Reinforcement learning in language models recruits a functional welfare axis introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found an llms.txt file for AI models and a readable heading structure. It is missing structured data describing the business and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.2/10, How’s it going? Reinforcement learning in language models recruits a functional welfare axis is crawlable but under-signaled - fixable, and the signals above are where to start.
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Source & Attribution
Scored by Engagemii on September 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/functionalwelfare
Cite this score: Engagemii (2026). "AEO Score for How’s it going? Reinforcement learning in language models recruits a functional welfare axis." Retrieved from https://engagemii.com/aeo/brands/functionalwelfare
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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