#863,335 OF 2,704,461 IN TECHNOLOGY
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AI Visibility Scorecard
ctx engineering inc
ctx.rs · Technology
Borderline visible. AI bots can crawl ctx engineering inc, 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
#863,335 of 2,704,461 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
4
AI Adoption
iBasic · 4/100
About ctx engineering inc
from our crawl and measurement
ctx describes itself simply: "Instant recall for coding agents. Search the history already on your machine. Git blame, but for agent sessions." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found structured data on the page (Organization, SoftwareApplication), an llms.txt file for AI models and a sitemap.
The 6 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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.9/10, ctx engineering inc is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why is ctx so fast?
ctx is written in Rust, but that's not the main reason why it's fast. Instead of ingesting your history into a local relational database like SQLite, ctx scans it with parallel workers and writes searchable records directly to Tantivy. That removes an entire database ingest step while still supporting structured filtering and complete record retrieval. Tantivy builds the index in parallel.
Is this your brand?
The exact fixes for ctx engineering inc
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 ctx engineering inc.
Source & Attribution
Scored by Engagemii on September 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ctx-rs
Cite this score: Engagemii (2026). "AEO Score for ctx engineering inc." Retrieved from https://engagemii.com/aeo/brands/ctx-rs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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