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AI Visibility Scorecard
Ergo Framework
ergo.services · Technology
Somewhat visible. AI bots can read Ergo Framework, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · Apple Intelligence · Meta AI
#87,084 of 2,656,009 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.5/10
90
Muse Index Score
iAI agent readiness
Transactable · 90/100
0
AI Adoption
iNone detected · 0/100
About Ergo Framework
from our crawl and measurement
Ergo Framework describes itself simply: "Open-source implementation of Erlang's actor model and network transparency in Go. Provides supervision trees, distributed service discovery, MCP protocol support, and 21M+ messages per." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (SoftwareApplication, Organization, FAQPage), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
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
3
Social discussion and mentions.
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 6.5/10, Ergo Framework has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Ergo Framework?
Ergo Framework is an open-source Go framework that implements Erlang's actor model and network transparency. It enables building distributed, fault-tolerant systems with supervision trees, message passing, and cluster-wide service discovery — all in pure Go with no external dependencies.
How fast is Ergo Framework?
Ergo Framework achieves 21M+ messages per second throughput. Its custom EDF serialization is up to 47% faster than Protobuf and 6-14x faster than Gob for encoding.
Does Ergo Framework support MCP protocol?
Yes, Ergo Framework provides built-in MCP (Model Context Protocol) support in three modes: Server mode for exposing tools and resources, Client mode for consuming MCP services, and Agent mode for secure remote access through NAT without open ports.
Is Ergo Framework free to use?
Yes, Ergo Framework is fully open source under the MIT License. You can use it freely in both personal and commercial projects.
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/ergo-services
Cite this score: Engagemii (2026). "AEO Score for Ergo Framework." Retrieved from https://engagemii.com/aeo/brands/ergo-services
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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