⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
AI Visibility Scorecard
CtrlB
ctrlb.ai · Technology
Somewhat visible. AI bots can read CtrlB, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Apple Intelligence · Claude
#154,171 of 2,623,115 in Technology for AI visibility
6.2
/10
AEO Score
About CtrlB
from our crawl and measurement
CtrlB describes itself simply: "CtrlB is the observability control plane, telemetry pipelines, query, and storage built for engineering teams that ship at scale." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.2 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (Organization, WebSite, FAQPage), an llms.txt file for AI models, a sitemap.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 6.2/10, CtrlB has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What makes CtrlB different from other observability platforms?
CtrlB is built for high-performance scale using open standards. Unlike legacy platforms, our optimized ingestion pipeline ensures your data is indexed for extreme query speeds while maintaining 100% data portability via the Parquet format.
Can we connect Grafana with CtrlB?
Yes. We have our own official Grafana plugin that adds CtrlB as a native data source, allowing you to build rich dashboards leveraging our high-speed query engine.
How does the 9:1 storage compression work?
We utilize the Apache Parquet format combined with specialized columnar encoding and dictionary compression. This specifically optimizes high-cardinality machine data, reducing storage footprint by up to 90% while enabling blazing-fast analytical queries.
What query languages are supported?
CtrlB supports industry-standard SQL for structured analytics and PromQL for high-performance metrics processing. This allows teams to leverage their existing expertise while benefiting from our optimized columnar execution engine.
Is CtrlB SOC2 compliant?
Yes, we are SOC2 Type II compliant and offer advanced RBAC and audit logging for enterprise security.
Can I use CtrlB with OpenTelemetry?
Absolutely. CtrlB is natively built to ingest, process, and query OpenTelemetry metrics, logs, and traces with zero additional configuration.
Is this your brand?
The exact fixes for CtrlB
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for CtrlB.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ctrlb-ai
Cite this score: Engagemii (2026). "AEO Score for CtrlB." Retrieved from https://engagemii.com/aeo/brands/ctrlb-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform