#566,327 OF 2,704,670 IN TECHNOLOGY
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AI Visibility Scorecard
pql
pql.dev · Technology
Somewhat visible. AI bots can read pql, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Meta AI · Claude · Apple Intelligence
#566,327 of 2,704,670 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About pql
from our crawl and measurement
pql is a business whose own site puts it this way: "It's written in Go and released under the Apache 2.0 license.Why pql?pql is designed with the Unix philosophy in mind." Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times 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
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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
Good
Forum and community discussion.
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 5.3/10, pql has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is pql?
pql is an open-source pipelined query language that compiles to SQL.
Where's the code?
The pql source code is available on GitHub. You can find it here!
Why did we build pql?
Splunk, Sumologic, and Microsoft all have proprietary languages similar to pql. Open source databases can't compete because they all support SQL. pql is meant to bridge that gap by providing a simple but powerful interface.LanguageThe language syntax is based on Microsoft's kql with few exceptions.
Is this your brand?
The exact fixes for pql
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 pql.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pql-dev
Cite this score: Engagemii (2026). "AEO Score for pql." Retrieved from https://engagemii.com/aeo/brands/pql-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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