n8n AI Node Adoption Rate
How many n8n templates actually use AI nodes — and which ones? This page tracks AI adoption across 9,251+ indexed templates, broken down by use case and tool.
AI adoption by use case
% of templates in each category that include at least one AI node
Top AI nodes — workflows using each
Which AI tools appear most across the indexed template library
AI adoption by use case
% of templates in each category that include at least one AI node
| Use case category | Templates | AI-enabled | AI adoption % |
|---|---|---|---|
| AI Enrichment | 630 | 630 | 100% |
| Monitoring | 3,011 | 2,637 | 88% |
| Lead Generation | 390 | 322 | 83% |
| Webhooks & API | 4,040 | 3,297 | 82% |
| Support | 82 | 67 | 82% |
| Productivity | 337 | 270 | 80% |
| Incident Response | 52 | 41 | 79% |
| Data Export | 25 | 19 | 76% |
| Data Migration | 7 | 5 | 71% |
| Content & Marketing | 163 | 107 | 66% |
| Data Processing | 134 | 69 | 51% |
| Sales & CRM | 122 | 54 | 44% |
| DevOps | 55 | 13 | 24% |
Top AI nodes — workflows using each
Which AI tools appear most across the indexed template library
| AI node | Workflows using it |
|---|---|
| Agent | 3,188 |
| Lmchatopenai | 2,259 |
| Outputparserstructured | 1,558 |
| Openai | 1,162 |
| Lmchatgooglegemini | 921 |
| Memorybufferwindow | 919 |
| Chainllm | 825 |
| Chattrigger | 667 |
| Lmchatopenrouter | 431 |
| Documentdefaultdataloader | 309 |
| Mcptrigger | 291 |
| Embeddingsopenai | 289 |
Methodology
- Data source
- n8n's public workflow template library at n8n.io/workflows/.
- Crawl frequency
- Full library crawl every 7 days.
- Current index size
- 9,251 templates.
- AI classification
- A template is classified as AI-enabled when it contains at least one node whose type string matches any of these keywords:
openai, anthropic, langchain, gemini, mistral, cohere, hugging, ollama, groq, bedrock, vertexai, perplexity, lmchat, lm-chat. Matches against n8n node type identifiers (e.g.@n8n/n8n-nodes-langchain.lmChatOpenAi). - Limitations
- This index tracks publicly shared templates only. It does not include private workflows, enterprise deployments, or workflows built but never published. View counts are n8n.io-reported and may include bot traffic.
- Independence
- TeloSignal is not affiliated with n8n GmbH.
Related data & analysis
Intelligence layer — paid
What does 100% AI adoption in AI Enrichment actually mean for what you should build next?
The data above shows structure. The paid tier adds interpretation: demand scores, saturation signals, and weekly Build vs Skip ratings across every use case — so you know which AI workflows have real market pull before you build them.
Join the community →TeloSignal (2026). n8n AI Node Adoption Rate. Retrieved from
https://www.telosignal.com/data/n8n-ai-adoption-rateBrowse templates by use case: