AI Visibility Scorecard
ag by elementics
ay-gee.com · Technology
Borderline visible. AI bots can crawl ag by elementics, 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.
AI engines read this profile 12 times
Meta AI · Claude · Apple Intelligence · ShapBot
#1,299,018 of 2,705,857 in Technology for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 20% of Technology companies
4
AEO Visibility
iBorderline · 4/10
55
Muse Index Score
iAI agent readiness
Transactable · 55/100
13
AI Adoption
iBasic · 13/100
About ag by elementics
from our crawl and measurement
ag by elementics describes itself simply: "A persistent AI coding agent with memory. Zero dependencies. Any model via OpenRouter." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (SoftwareApplication), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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 4/10, ag by elementics is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
When to use something else?
Claude Code If you want MCP, git worktrees, and polished IDE integration. ag has sub-agents, tasks, and extensions but is terminal-only. aider Git-centric workflow with commit-per-change and diff-based editing. Cursor / Windsurf IDE integration. ag is terminal-only by design. ag Hackable, persistent, model-agnostic agent with sub-agents, extensions, steering, and fine-grained permissions. Terminal-native.
Is this your brand?
The exact fixes for ag by elementics
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for ag by elementics.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ay-gee
Cite this score: Engagemii (2026). "AEO Score for ag by elementics." Retrieved from https://engagemii.com/aeo/brands/ay-gee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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