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AI Visibility Scorecard

Code Piston Labs, LLC

Name: Code Piston Labs, LLC - AI Visibility Score
Creator: Engagemii
Published: 2026-07-31T05:31:57.614Z
License: https://creativecommons.org/licenses/by/4.0/

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codepistonlabs.com · Technology

Borderline visible. AI bots can crawl Code Piston Labs, LLC, 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.

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Monitoring for AI engine activity

In the Engagemii AEO index

#2,383,663 of 2,810,206 in Technology for AI visibility

3.2

/10

AEO Score

About Code Piston Labs, LLC

from codepistonlabs.com

Consulting Blog About Contact Open Menu Close Menu Code Piston Labs, LLC Home MultiSelect Reporting Consulting Blog About Contact Open Menu Close Menu Home MultiSelect Reporting Consulting Blog About Contact Code Piston Labs, LLCSalesforce Consulting & Apps MultiSelect Reporting App The only affordable app for reporting on Salesforce multi-select picklists in simple, intelligible groupings.

Industry · Technology

Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

No inbound links found yet.

Domain Trust

Established authority for your domain.

Entity Presence

Not in AI knowledge graphs yet.

News Mentions

No press coverage found yet.

Community

No community discussion yet.

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 3.2/10, Code Piston Labs, LLC is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for Code Piston Labs, LLC: Tech & Electronics

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.

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/codepistonlabs

Cite this score: Engagemii (2026). "AEO Score for Code Piston Labs, LLC." Retrieved from https://engagemii.com/aeo/brands/codepistonlabs

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.