ChatBotKit vs Flowise vs Dify vs Yellow

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

Your tool
ChatBotKit
vs
Competitor 1
Flowise
Competitor 2
Dify
Competitor 3
Yellow
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 Flowise
flowiseai.com
No-code AI workflows
Make main Remove
Competitor Dify
dify.ai
AI apps without code
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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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Traffic estimated monthly website traffic
Monthly visits
35.4Kvisits/mo
168.3Kvisits/mo
1Mvisits/mo
—
MoM change
▼ 12.0%
▼ 27.6%
▼ 16.6%
—
6-month growth
-20.6%
-14.1%
-30.6%
—
Global rank web
#829,241
#239,649
#39,510
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Avg. last 3 months
42.7K
203.8K
1.1M
—
Bounce rate lower is better
40%
43%
41%
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Pages / visit
1.8
2.8
4.4
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Visit duration
10s
1m 23s
6m 40s
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Traffic sources
—
● Direct 79% · ● Referral 19%
● Direct 84% · ● Referral 15%
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ChatBotKitFlowiseDifyYellow
0368.2K736.4K1.1M1.5MChatBotKit · 37.5KChatBotKit · 41.5KChatBotKit · 42.7KChatBotKit · 34.7KChatBotKit · 44.6KChatBotKit · 77.7KChatBotKit · 58.9KChatBotKit · 52.3KChatBotKit · 40.2KChatBotKit · 35.4KFlowise · 254.4KFlowise · 249KFlowise · 240.1KFlowise · 195.9KFlowise · 226.4KFlowise · 223.8KFlowise · 210.5KFlowise · 232.5KFlowise · 168.3KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1M10K100K1M10MChatBotKit · 37.5KChatBotKit · 41.5KChatBotKit · 42.7KChatBotKit · 34.7KChatBotKit · 44.6KChatBotKit · 77.7KChatBotKit · 58.9KChatBotKit · 52.3KChatBotKit · 40.2KChatBotKit · 35.4KFlowise · 254.4KFlowise · 249KFlowise · 240.1KFlowise · 195.9KFlowise · 226.4KFlowise · 223.8KFlowise · 210.5KFlowise · 232.5KFlowise · 168.3KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
$25per month · free tier available
$35per month · free tier available
$590per month · free tier available
Free
Free tier
Free trial
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–
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API access
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Plans
Basic $25/moPro $65/moScale $365/moEnterprise Custom
Free FreeStarter $35/moPro $65/mo
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Free FreeEnterprise Custom
Capabilities input → output
Input
DocumentsTextWeb pages
DocumentsText
DocumentsText
DocumentsText
Output
Apps
Apps
Apps
Apps
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 3 shared · core   partial
Tasks covered
8
10
9
15
Agents
Agent creation
Chatbots
Chatbot building
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No-code
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Workflows
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Customer support
–
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Development
–
–
Voice agents
–
–
–
Agent collaboration
–
–
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Call answering
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–
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Call center automation
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–
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Customer support automation
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–
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Customer support chatbot
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Developer tools
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LLM development
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Agent testing
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–
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Calls
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Chatbot integration
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Conversation automation
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Discord bots
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Knowledge bases
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–
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MCP
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–
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On WhatsApp telegram
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Productivity
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RAG
–
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Workflow deployment
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 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.