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AI Visibility Scorecard
ForgeCode
forgecode.dev · Technology
Somewhat visible. AI bots can read ForgeCode, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#359,667 of 2,641,175 in Technology for AI visibility
5.7
/10
AEO Score
About ForgeCode
from our crawl and measurement
ForgeCode is a business whose own site puts it this way: "ForgeCode is the world's #1 coding harness. Autonomously write, refactor, debug, and ship code, ranked #1 on TermBench 2.0 and built for the terminal." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, Organization, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
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
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
6
Forum and community discussion.
Social Mentions
0
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 5.7/10, ForgeCode has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is ForgeCode?
ForgeCode is the world's #1 coding harness — ranked #1 on TermBench 2.0. It runs in your terminal and autonomously writes, refactors, debugs, and ships code across your entire codebase.
How does ForgeCode work?
ForgeCode integrates with your terminal via a Zsh plugin. You describe a task, and the agent autonomously navigates your codebase, calls tools, and completes the work — no hand-holding required.
Is ForgeCode free to use?
ForgeCode offers a free tier with basic features, along with paid plans for advanced functionality and team collaboration.
Is this your brand?
The exact fixes for ForgeCode
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 ForgeCode.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/forgecode-dev
Cite this score: Engagemii (2026). "AEO Score for ForgeCode." Retrieved from https://engagemii.com/aeo/brands/forgecode-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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