ChatNode vs Langflow vs Yellow vs AssistLoop

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

Your tool
ChatNode
vs
Competitor 1
Langflow
Competitor 2
Yellow
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 Langflow
langflow.org
Drag and drop AI
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Competitor Yellow
yellow.ai
Yellow.ai is an enterprise platform for building AI agents that handle customer and employee conversations.
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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
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Traffic estimated monthly website traffic
Monthly visits
7.9Kvisits/mo
215.3Kvisits/mo
—
3.2Kvisits/mo
MoM change
▼ 56.0%
▼ 0.7%
—
▲ 88.8%
6-month growth
-13.9%
-4.9%
—
-16.1%
Global rank web
#1,061,283
#217,191
—
#10,702,450
Avg. last 3 months
12.2K
225.2K
—
2.5K
Bounce rate lower is better
39%
44%
—
45%
Pages / visit
4.9
2.2
—
1.5
Visit duration
2m 20s
1m 04s
—
—
Traffic sources
● Direct 97% · ● Mail 3%
● Direct 76% · ● Referral 24%
—
—
ChatNodeLangflowYellowAssistLoop
073.8K147.7K221.5K295.3KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KAssistLoop · 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 · 7.9KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KAssistLoop · 627AssistLoop · 1KAssistLoop · 3.1KAssistLoop · 3.8KAssistLoop · 173AssistLoop · 1.3KAssistLoop · 2.6KAssistLoop · 1.7KAssistLoop · 3.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Free
Free
Freemium
Starting price
$35per month
Free
Free
$25per month · free tier available
Free tier
–
Free trial
–
–
–
API access
–
Plans
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
—
Free FreeEnterprise Custom
Free FreeBasic $25/moPro $109/moBusiness $325/mo
Capabilities input → output
Input
DocumentsTextWeb pages
Text
DocumentsText
DocumentsTextWeb pages
Output
Apps
Apps
Apps
Apps
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
9
15
7
Chatbots
Customer support
–
Agents
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Customer support chatbot
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Chatbot building
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Agent creation
–
–
Customer support automation
–
–
Website to chatbot
–
–
Knowledge bases
–
–
No-code
–
–
–
Voice agents
–
–
–
Call answering
–
–
–
Call center automation
–
–
–
Developer tools
–
–
–
Development
–
–
–
FAQ chatbot
–
–
–
Knowledge-driven chatting
–
–
–
LLM development
–
–
–
Workflows
–
–
–
APIs
–
–
–
Agent testing
–
–
–
Calls
–
–
–
Chatbot integration
–
–
–
Conversation automation
–
–
–
RAG
–
–
–
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.