ChatBotKit vs Langflow vs ChatNode vs Microsoft Copilot Studio

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

Your tool
ChatBotKit
vs
Competitor 1
Langflow
Competitor 2
ChatNode
Competitor 3
Microsoft Copilot Studio
Compare
4 tools · best value per row highlighted
Your tool ChatBotKit
chatbotkit.com
ChatBotKit deploys your bot to WhatsApp and lets you spin up a custom agent with file-based task management and branded widgets
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Competitor Langflow
langflow.org
Drag and drop AI
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Competitor ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
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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...
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Traffic estimated monthly website traffic
Monthly visits
35.4Kvisits/mo
215.3Kvisits/mo
7.9Kvisits/mo
—
MoM change
▼ 12.0%
▼ 0.7%
▼ 56.0%
—
6-month growth
-20.6%
-4.9%
-13.9%
—
Global rank web
#829,241
#217,191
#1,061,283
—
Avg. last 3 months
42.7K
225.2K
12.2K
—
Bounce rate lower is better
40%
44%
39%
—
Pages / visit
1.8
2.2
4.9
—
Visit duration
10s
1m 04s
2m 20s
—
Traffic sources
—
● Direct 76% · ● Referral 24%
● Direct 97% · ● Mail 3%
—
ChatBotKitLangflowChatNodeMicrosoft Copilot Studio
073.8K147.7K221.5K295.3KChatBotKit · 37.5KChatBotKit · 41.5KChatBotKit · 42.7KChatBotKit · 34.7KChatBotKit · 44.6KChatBotKit · 77.7KChatBotKit · 58.9KChatBotKit · 52.3KChatBotKit · 40.2KChatBotKit · 35.4KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9K1K10K100K1MChatBotKit · 37.5KChatBotKit · 41.5KChatBotKit · 42.7KChatBotKit · 34.7KChatBotKit · 44.6KChatBotKit · 77.7KChatBotKit · 58.9KChatBotKit · 52.3KChatBotKit · 40.2KChatBotKit · 35.4KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Free Trial
Free Trial
Starting price
$25per month · free tier available
Free
$35per month
$18per month
Free tier
–
–
Free trial
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API access
–
–
Plans
Basic $25/moPro $65/moScale $365/moEnterprise Custom
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Lite $35/moStandard $89/moScale $377/moEnterprise 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
DocumentsTextWeb pages
Text
DocumentsTextWeb pages
DataDocumentsText
Output
Apps
Apps
Apps
Apps
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
8
9
9
11
Agents
Chatbots
Agent creation
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Chatbot building
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No-code
–
–
Customer support
–
–
Customer support chatbot
–
–
Workflows
–
–
MCP
–
–
Agent management
–
–
–
Customer support automation
–
–
–
Developer tools
–
–
–
Development
–
–
–
Knowledge bases
–
–
–
LLM development
–
–
–
Voice agents
–
–
–
Website to chatbot
–
–
–
APIs
–
–
–
Chatbot integration
–
–
–
Discord bots
–
–
–
On WhatsApp telegram
–
–
–
Voice chatting
–
–
–
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.