Pipefy vs ChatNode vs Chatbase vs Make

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

Your tool
Pipefy
vs
Competitor 1
ChatNode
Competitor 2
Chatbase
Competitor 3
Make
Compare
4 tools · best value per row highlighted
Your tool Pipefy
pipefy.com
Remove
Competitor ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
Make main Remove
Competitor Chatbase
chatbase.co
Train chatbots on your content
Make main Remove
Competitor Make
make.com
Visual automation for complex workflows
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
2.7Mvisits/mo
7.9Kvisits/mo
402.2Kvisits/mo
69visits/mo
MoM change
▲ 13.8%
▼ 56.0%
▲ 2.0%
▼ 100.0%
6-month growth
+18.7%
-13.9%
-12.4%
-100.0%
Global rank web
#17,377
#1,061,283
#84,220
#7,796
Avg. last 3 months
2.6M
12.2K
412.6K
3.7M
Bounce rate lower is better
45%
39%
44%
30%
Pages / visit
7.4
4.9
6.9
8.4
Visit duration
9m 54s
2m 20s
4m 34s
7m 47s
Traffic sources
● Direct 80% · ● Mail 13%
● Direct 97% · ● Mail 3%
● Direct 81% · ● Referral 15%
● Direct 91% · ● Referral 6%
PipefyChatNodeChatbaseMake
01.7M3.3M5M6.7MPipefy · 2.1MPipefy · 2.2MPipefy · 2.4MPipefy · 2.3MPipefy · 2.9MPipefy · 2.4MPipefy · 2.6MPipefy · 2.4MPipefy · 2.7MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69101001K10K100K1M10MPipefy · 2.1MPipefy · 2.2MPipefy · 2.4MPipefy · 2.3MPipefy · 2.9MPipefy · 2.4MPipefy · 2.6MPipefy · 2.4MPipefy · 2.7MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69Nov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free Trial
Freemium
Freemium
Starting price
Free tier
$35per month
$40per month · free tier available
$6per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
Plans
Starter FreeBusiness CustomEnterprise Custom
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
—
Capabilities input → output
Input
DataText
DocumentsTextWeb pages
DocumentsTextWeb pages
DataText
Output
Apps
Apps
AppsText
Apps
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
4
9
10
9
Agents
No-code
–
Customer support
–
–
Customer support chatbot
–
–
Workflows
–
–
Chatbots
–
–
Agent creation
–
–
Chatbot building
–
–
Chatbot integration
–
–
Website to chatbot
–
–
Process automation
–
–
–
API integrations
–
–
–
Customer support automation
–
–
–
Knowledge bases
–
–
–
Shopify customer support
–
–
–
Agent management
–
–
–
Marketing automation
–
–
–
Sales
–
–
–
Zapier assistance
–
–
–
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.