AI Visibility Scorecard
Code Forge
codeforgegroup.com · Technology
Borderline visible. AI bots can crawl Code Forge, 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 2 times
Claude
#1,975,610 of 2,707,329 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Code Forge
from our crawl and measurement
"Code Forge designs and builds digital tools that help businesses streamline operations, automate repetitive work, modernize systems, and launch products." That is how Digital Tools for Business Operations and Products introduces itself. When AI engines look at it, they find little to work with. It scores 3.8 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
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
Weak
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 3.8/10, Code Forge is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Have an internal system, process issue, or product idea that needs a clearer technical path?
Discuss Your ChallengeCODEFORGECode ForgeDigital tools for operations, internal systems, product launches, and focused automation.EmailLinkedIn
Is this your brand?
The exact fixes for Code Forge
Which AI engines already crawl you
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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.
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Source & Attribution
Scored by Engagemii on September 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codeforgegroup
Cite this score: Engagemii (2026). "AEO Score for Code Forge." Retrieved from https://engagemii.com/aeo/brands/codeforgegroup
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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