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AI Visibility Scorecard
Engineering clarity for founders, CTOs, and investors
forgemaster.ai · Technology
Somewhat visible. AI bots can read Engineering clarity for founders, CTOs, and investors, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
ChatGPT · Claude
#478,113 of 3,812,766 in Technology for AI visibility
5.4
/10
AEO Score
About Engineering clarity for founders, CTOs, and investors
from forgemaster.ai
Data-driven engineering clarity and code valuation for founders, CTOs, and investors. Turn your codebase from a black box into a measurable asset.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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 Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
6
Reddit mentions and discussion.
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 5.4/10, Engineering clarity for founders, CTOs, and investors has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Engineering clarity for founders, CTOs, and investors
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.
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Source & Attribution
Scored by Engagemii on May 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/forgemaster-ai
Cite this score: Engagemii (2026). "AEO Score for Engineering clarity for founders, CTOs, and investors." Retrieved from https://engagemii.com/aeo/brands/forgemaster-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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