Stepper vs Make vs Pipefy vs Microsoft Copilot Studio

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

Your tool
Stepper
vs
Competitor 1
Make
Competitor 2
Pipefy
Competitor 3
Microsoft Copilot Studio
Compare
4 tools · best value per row highlighted
Your tool Stepper
stepper.io
Building automated workflows traditionally requires either coding skills or wrestling with complex visual builders
Remove
Competitor Make
make.com
Visual automation for complex workflows
Make main Remove
Competitor Pipefy
pipefy.com
Make main Remove
Competitor Microsoft Copilot Studio
microsoft.com
Builders can add conversational chat or voice agents, give them autonomous capabilities such as planning and escalating work items, and connect them to business data through more than 1,500 pre-bui...
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
49.9Kvisits/mo
69visits/mo
2.7Mvisits/mo
—
MoM change
▲ 34.2%
▼ 100.0%
▲ 13.8%
—
6-month growth
+519.2%
-100.0%
+18.7%
—
Global rank web
#677,321
#7,796
#17,377
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Avg. last 3 months
38.1K
3.7M
2.6M
—
Bounce rate lower is better
40%
30%
45%
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Pages / visit
2.0
8.4
7.4
—
Visit duration
47s
7m 47s
9m 54s
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Traffic sources
—
● Direct 91% · ● Referral 6%
● Direct 80% · ● Mail 13%
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StepperMakePipefyMicrosoft Copilot Studio
01.7M3.3M5M6.7MStepper · 8.1KStepper · 15.4KStepper · 20.2KStepper · 27KStepper · 37.2KStepper · 49.9KMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69Pipefy · 2.1MPipefy · 2.2MPipefy · 2.4MPipefy · 2.3MPipefy · 2.9MPipefy · 2.4MPipefy · 2.6MPipefy · 2.4MPipefy · 2.7M101001K10K100K1M10MStepper · 8.1KStepper · 15.4KStepper · 20.2KStepper · 27KStepper · 37.2KStepper · 49.9KMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69Pipefy · 2.1MPipefy · 2.2MPipefy · 2.4MPipefy · 2.3MPipefy · 2.9MPipefy · 2.4MPipefy · 2.6MPipefy · 2.4MPipefy · 2.7MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free Trial
Starting price
$19per month · free tier available
$6per month · free tier available
Free tier
$18per month
Free tier
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Free trial
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–
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API access
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Plans
Free FreePro $19/moTeam Coming soon
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Starter FreeBusiness CustomEnterprise Custom
Microsoft 365 Business Standard with Copilot $23.50/moMicrosoft 365 Copilot Business $18/moMicrosoft 365 Business Premium with Copilot $32/mo
Capabilities input → output
Input
Text
DataText
DataText
DataDocumentsText
Output
Apps
Apps
Apps
Apps
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Productivity & OfficeAI Workflow
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
4
9
4
11
No-code
Workflows
Agent creation
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Agents
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Process automation
–
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Agent management
–
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API integrations
–
–
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Business automation
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Chatbot building
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Chatbots
–
–
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MCP
–
–
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Voice agents
–
–
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Customer support chatbot
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–
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Marketing automation
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–
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Voice chatting
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–
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Zapier assistance
–
–
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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
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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.