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AI Visibility Scorecard
Forge Protocols
forgeprotocols.com · E-commerce
Borderline visible. AI bots can crawl Forge Protocols, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#439,276 of 530,530 in E-commerce for AI visibility
3.2
/10
AEO Score
About Forge Protocols
from our crawl and measurement
"Skip to content Forge Protocols Home Shop My account Disclaimer Cart Forge Protocols CartCheckoutDisclaimerHomeMy accountShop Home Research Peptides Forge Your Protocol...." That is how Forge Protocols introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.2 out of 10.
The site gets some of it right: it has an llms.txt file for AI models, a sitemap, a readable heading structure. What holds it back is what is absent, including structured data describing the business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
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
0
No inbound links found yet.
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.
0
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, Forge Protocols is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Forge Protocols
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/forgeprotocols
Cite this score: Engagemii (2026). "AEO Score for Forge Protocols." Retrieved from https://engagemii.com/aeo/brands/forgeprotocols
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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