ChatBotKit vs Yellow vs Botpress vs Voiceflow

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

Your tool
ChatBotKit
vs
Competitor 1
Yellow
Competitor 2
Botpress
Competitor 3
Voiceflow
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 Yellow
yellow.ai
Yellow.ai is an enterprise platform for building AI agents that handle customer and employee conversations.
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Competitor Botpress
botpress.com
Build AI chatbots for business
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Competitor Voiceflow
voiceflow.com
Design conversations visually
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
35.4Kvisits/mo
—
359.8Kvisits/mo
385Kvisits/mo
MoM change
▼ 12.0%
—
▼ 5.1%
▼ 5.8%
6-month growth
-20.6%
—
-17.4%
-35.3%
Global rank web
#829,241
—
#153,242
#93,201
Avg. last 3 months
42.7K
—
371.2K
407.5K
Bounce rate lower is better
40%
—
51%
38%
Pages / visit
1.8
—
1.8
5.2
Visit duration
10s
—
33s
3m 07s
Traffic sources
—
—
● Direct 86% · ● Referral 14%
● Direct 75% · ● Referral 24%
ChatBotKitYellowBotpressVoiceflow
0156.6K313.2K469.8K626.4KChatBotKit · 37.5KChatBotKit · 41.5KChatBotKit · 42.7KChatBotKit · 34.7KChatBotKit · 44.6KChatBotKit · 77.7KChatBotKit · 58.9KChatBotKit · 52.3KChatBotKit · 40.2KChatBotKit · 35.4KBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385K10K100K1MChatBotKit · 37.5KChatBotKit · 41.5KChatBotKit · 42.7KChatBotKit · 34.7KChatBotKit · 44.6KChatBotKit · 77.7KChatBotKit · 58.9KChatBotKit · 52.3KChatBotKit · 40.2KChatBotKit · 35.4KBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$25per month · free tier available
Free
Free tier
Free tier
Free tier
Free trial
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API access
–
–
Plans
Basic $25/moPro $65/moScale $365/moEnterprise Custom
Free FreeEnterprise Custom
Botpress Pricing $25/mo
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Capabilities input → output
Input
DocumentsTextWeb pages
DocumentsText
DocumentsText
DocumentsText
Output
Apps
Apps
Apps
Apps
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 5 shared · core   partial
Tasks covered
8
15
8
13
Agents
Customer support
Agent creation
Chatbots
Chatbot building
Customer support chatbot
–
Voice agents
–
–
Call center automation
–
–
Call answering
–
–
Calls
–
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No-code
–
–
Call agents
–
–
–
Chatbot integration
–
–
–
Customer support automation
–
–
–
Agent testing
–
–
–
Conversation automation
–
–
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Discord bots
–
–
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Knowledge bases
–
–
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MCP
–
–
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On WhatsApp telegram
–
–
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RAG
–
–
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Website to chatbot
–
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 1
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.