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AI Visibility Scorecard
AG2
ag2.ai · Technology
Somewhat visible. AI bots can read AG2, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
ChatGPT · Meta AI · Apple Intelligence · Claude
#39,269 of 2,650,536 in Technology for AI visibility
6.8
/10
AEO Score
About AG2
from our crawl and measurement
"AG2 is the open-source Python framework for building, orchestrating, and scaling multi-agent AI systems. Production-ready agent orchestration from the creators of AutoGen." That is how ag2.ai introduces itself. Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, WebSite, FAQPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 6 times in our tracking, including GPTBot (ChatGPT), Meta AI 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
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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
1
Forum and community discussion.
Social Mentions
7
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 6.8/10, AG2 has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is AG2?
AG2 is an open-source Python framework for building, orchestrating, and scaling multi-agent AI systems. Built by the creators of AutoGen, AG2 enables developers and enterprises to compose systems of AI agents that collaborate to solve complex tasks.
What is a multi-agent AI framework?
A multi-agent AI framework provides the tools and abstractions to build systems where multiple AI agents work together. Instead of a single AI model handling everything, agents specialize in different tasks and coordinate with each other—leading to more reliable, scalable, and auditable AI workflows.
How is AG2 different from AutoGen?
AG2 is the production-ready evolution of AutoGen. While AutoGen is a research framework for multi-agent conversations, AG2 adds enterprise features like visual orchestration, persistent context, state management, and observability for deploying multi-agent systems at scale.
Is AG2 open source?
Yes. AG2 is open source at its core, available on GitHub under a permissive license. Enterprise features and managed hosting are available for teams that need production-grade support, security, and scalability.
What programming languages does AG2 support?
AG2 is a Python-native framework. It integrates with popular Python AI/ML libraries and supports any LLM provider including OpenAI, Anthropic, Google, and open-source models. AG2 also supports agent communication protocols like A2A and MCP for interoperability.
Is this your brand?
The exact fixes for AG2
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ag2-ai
Cite this score: Engagemii (2026). "AEO Score for AG2." Retrieved from https://engagemii.com/aeo/brands/ag2-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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