ChatNode vs Stack AI vs LangGraph vs AssistLoop

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
ChatNode
vs
Competitor 1
Stack AI
Competitor 2
LangGraph
Competitor 3
AssistLoop
Compare
4 tools · best value per row highlighted
Your tool ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
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Competitor Stack AI
stack-ai.com
Connect AI models visually
Make main Remove
Competitor LangGraph
langchain.com
LangGraph is an open-source agent runtime and low-level orchestration framework for building AI agents that behave reliably on complex tasks.
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Competitor AssistLoop
assistloop.ai
Businesses wanting AI chatbots for customer support can train AssistLoop on their own knowledge base and have it answer customer questions around the clock
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.9Kvisits/mo
6.3Kvisits/mo
—
3.2Kvisits/mo
MoM change
▼ 56.0%
▼ 57.9%
—
▲ 88.8%
6-month growth
-13.9%
-93.7%
—
-16.1%
Global rank web
#1,061,283
#1,700,092
—
#10,702,450
Avg. last 3 months
12.2K
13.9K
—
2.5K
Bounce rate lower is better
39%
39%
—
45%
Pages / visit
4.9
1.8
—
1.5
Visit duration
2m 20s
14s
—
—
Traffic sources
● Direct 97% · ● Mail 3%
—
—
—
ChatNodeStack AILangGraphAssistLoop
042K84K126K167.9KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KStack AI · 143.4KStack AI · 153.7KStack AI · 167.9KStack AI · 160KStack AI · 99.4KStack AI · 35.9KStack AI · 17.4KStack AI · 20.6KStack AI · 14.9KStack AI · 6.3KAssistLoop · 627AssistLoop · 1KAssistLoop · 3.1KAssistLoop · 3.8KAssistLoop · 173AssistLoop · 1.3KAssistLoop · 2.6KAssistLoop · 1.7KAssistLoop · 3.2K1001K10K100K1MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KStack AI · 143.4KStack AI · 153.7KStack AI · 167.9KStack AI · 160KStack AI · 99.4KStack AI · 35.9KStack AI · 17.4KStack AI · 20.6KStack AI · 14.9KStack AI · 6.3KAssistLoop · 627AssistLoop · 1KAssistLoop · 3.1KAssistLoop · 3.8KAssistLoop · 173AssistLoop · 1.3KAssistLoop · 2.6KAssistLoop · 1.7KAssistLoop · 3.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Freemium
Starting price
$35per month
Free tier
$39per month · free tier available
$25per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
Plans
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
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Developer FreePlus $39/moEnterprise Custom
Free FreeBasic $25/moPro $109/moBusiness $325/mo
Capabilities input → output
Input
DocumentsTextWeb pages
DataDocumentsText
Code
DocumentsTextWeb pages
Output
Apps
Apps
Apps
Apps
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
7
8
7
Agents
–
Customer support
–
–
Customer support chatbot
–
–
Agent creation
–
–
Chatbots
–
–
Workflows
–
–
Website to chatbot
–
–
Chatbot building
–
–
No-code
–
–
–
Agent memory
–
–
–
Business automation
–
–
–
Customer support automation
–
–
–
Developer tools
–
–
–
FAQ chatbot
–
–
–
Knowledge bases
–
–
–
Knowledge-driven chatting
–
–
–
Process automation
–
–
–
Agent collaboration
–
–
–
Chatbot integration
–
–
–
Finance workflow automation
–
–
–
LLM development
–
–
–
Self hosted
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
–
–
–

Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.