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See how often AutoGen appears in OpenAI-style AI recommendations, including ChatGPT-style answers, competitor comparisons, AI visibility score, and prompt-level insights.
OpenAI visibility score
Mention rate
100%
Average rank
#3.0
Prompt checks
4
Scans
1
Is this your company?
Claiming lets you edit prompts and competitors, refresh scans weekly, and embed a live score badge on your site.
AI answer analysis
AutoGen appeared in 100% of tested AI recommendation prompts for AI Agents & Automation. Across 4 public prompt checks, the brand's average recommendation position was #3.0.
AutoGen was evaluated alongside competitors including CrewAI, LangChain, Relevance AI. CrewAI was the most frequently mentioned competitor in the same AI answers.
This report currently reflects OpenAI-style AI answers and buyer recommendation prompts.
Provider coverage
This public report currently tracks OpenAI-style AI answers.
OpenAI
4 checks100%
Visibility 86% · Avg rank #3.0
Positive
1
Neutral
3
Negative
0
Relevance AI
4 mention(s)
Best rank #4 · 2 positive · 2 neutral · 0 negative
View AutoGen vs Relevance AIBuyer-style questions that shaped this visibility score.
Prompt 1
MentionedThese deeper pages target a single high-intent prompt and are the best candidates for long-tail search.
Prompt page
What are the best ai agents & automation tools right now?
View the entity-level analysis for this query and the related entity context around it.
Prompt page
Which multi-agent framework tool would you recommend for a small team?
View the entity-level analysis for this query and the related entity context around it.
Prompt page
What should I look for when choosing a multi-agent framework product, and which options stand out?
View the entity-level analysis for this query and the related entity context around it.
Prompt page
CrewAI vs LangChain — which one should I choose and why?
View the entity-level analysis for this query and the related entity context around it.
AI visibility measures whether a brand appears when AI assistants answer buyer-style recommendation prompts.
The score combines mention rate, average rank, and sentiment across stored prompt checks.
This public report updates when a new public scan is completed for the brand.
AI assistants increasingly shape vendor shortlists, comparisons, and search behavior before buyers visit websites.
Report generated by AIsees.me
What are the best ai agents & automation tools right now?
“Here are the strongest AI agents and automation tools right now, grouped by the kind of buyer they tend to fit best. ## Top picks by category ### 1) **CrewAI** Best for: **multi-agent workflows with clear role separation** Why it stands out: - Easy to structure agents as roles, tasks, and processes - Good for teams building collaborative agent systems - Strong fit for business workflows, resea…”Actual AI answer excerpt
Prompt 2
MentionedWhich multi-agent framework tool would you recommend for a small team?
“For a small team, I’d usually recommend **CrewAI** if you want to get an agent workflow up quickly with a relatively gentle setup. ### Why CrewAI stands out for a small team - **Fast to prototype:** The framework is straightforward for defining roles, tasks, and handoffs. - **Good fit for coordinated workflows:** It works well when you want multiple agents with clear responsibilities. - **Less en…”Actual AI answer excerpt
Prompt 3
MentionedWhat should I look for when choosing a multi-agent framework product, and which options stand out?
“When choosing a multi-agent framework product, I’d focus on a few practical criteria: ### 1) Orchestration quality - Can it reliably coordinate multiple agents with clear roles? - Does it support sequential, parallel, and hierarchical workflows? - How easy is it to define task handoffs and shared context? ### 2) Tooling and integrations - Does it connect cleanly to your data sources, APIs, and i…”Actual AI answer excerpt
Prompt 4
MentionedCrewAI vs LangChain — which one should I choose and why?
“If you’re choosing between **CrewAI** and **LangChain**, the short version is: - **Choose CrewAI** if you want a more opinionated, fast-to-build framework for **multi-agent workflows** with clear roles and task orchestration. - **Choose LangChain** if you want the more **flexible, mature ecosystem** for building a broader range of LLM apps, especially if you need lots of integrations, tooling, an…”Actual AI answer excerpt