Who each engine recommends
Position of every brand named in the latest run.
| Brand | ChatGPT | Perplexity | AI Mode | Mention rate |
|---|---|---|---|---|
| CrewAI | #4 | #4 | #6 | |
| Make | #3 | #1 | — | |
| OpenAI Agents SDK | #6 | — | #1 | |
| n8nTop pick | #1 | #3 | — | |
| Claude | #7 | — | #2 | |
| Dify | #2 | — | — | |
| Zapier | — | #2 | — | |
| Looker | — | — | #3 | |
| AutoGPT | — | — | #4 | |
| Botpress | — | — | #5 | |
| Langflow | #5 | — | — | |
| Relevance AI | — | #5 | — | |
| Stack AI | — | #6 | — | |
| LangGraph | — | — | #7 | |
| LangChain | — | — | #8 |
Responses
What each engine answered, and how the shortlist moved.
Yes. There are several free AI agent platforms that work well for small teams in 2026. Some let you build multiple AI agents, automate business processes, connect apps, and collaborate without paying a monthly subscription. The important distinction is whether you want: No-code agents: Build agents without programming. AI workflow automation: Connect agents to email, CRM, spreadsheets, and other apps. Multi-agent systems: Have several specialized AI agents work together. Team collaboration: Let…
Yes. Good free options for small teams include:
- Make — Make — no-code visual automation with AI agents; the free plan includes about 1,000 credits/month and is suitable for testing app-connected workflows.
- Zapier — Zapier Agents — easy to use and integrates with thousands of apps; free plans have limited monthly activities.
- n8n — n8n Community Edition — free to self-host, with AI-agent nodes and many integrations; best if someone on the team can manage Docker or a server.
- CrewAI — CrewAI — free/open-source Python framework for teams building coordinated multi-agent systems; better for developers than nontechnical users.
- Relevance AI — Relevance AI or Stack AI — hosted no-code agent builders with free tiers, useful for experimenting with research, sales, or internal-knowledge agents.
- Stack AI — Relevance AI or Stack AI — hosted no-code agent builders with free tiers, useful for experimenting with research, sales, or internal-knowledge agents.
Yes, there are several open-source and freemium AI agent platforms that small teams can use without paying heavy enterprise licensing fees .
- OpenAI Agents SDK — While "completely free" usually means you have to self-host the software or bring your own LLM API keys (like OpenAI, Anthropic, or free tiers like Google AI Studio ), powerful options exist depending on your technical…
- Claude — While "completely free" usually means you have to self-host the software or bring your own LLM API keys (like OpenAI, Anthropic, or free tiers like Google AI Studio ), powerful options exist depending on your technical…
- Looker — While "completely free" usually means you have to self-host the software or bring your own LLM API keys (like OpenAI, Anthropic, or free tiers like Google AI Studio ), powerful options exist depending on your technical…
- AutoGPT — AutoGPT : The original open-source autonomous agent framework.
- Botpress — Botpress : Offers a robust free tier and open-source foundation for building conversational AI and support agents.
- CrewAI — CrewAI : A Python-based multi-agent orchestration framework.
- LangGraph — LangGraph : A low-level orchestration framework by LangChain optimized for stateful, multi-agent applications.
- LangChain — LangGraph : A low-level orchestration framework by LangChain optimized for stateful, multi-agent applications.
Citations
Sources the engines cited for this prompt.
| Source | Type | Citations | Cited by |
|---|---|---|---|
| getorchestra.io | Web | 3 | ChatGPT, Perplexity |
| monday.com | Web | 3 | Perplexity |
| shogo.ai | Web | 2 | ChatGPT, Perplexity |
| activepieces.com | Web | 1 | ChatGPT |
| aiteamguide.com | Web | 1 | ChatGPT |
| crewai.com | Brand site · CrewAI | 1 | ChatGPT |
| dify.ai | Brand site · Dify | 1 | ChatGPT |
| geniusforges.com | Web | 1 | ChatGPT |
| langflow.org | Brand site · Langflow | 1 | ChatGPT |
| make.com | Brand site · Make | 1 | ChatGPT |
| n8n.io | Brand site · n8n | 1 | ChatGPT |
| reddit.com | Forum | 1 | Google AI Mode |
| rework.com | Web | 1 | Perplexity |
| wix.com | Web | 1 | Perplexity |
| ynteractive.com | Web | 1 | Perplexity |
| zapier.com | Brand site · Zapier | 1 | Perplexity |