Rasa vs Yellow vs Voiceflow vs ChatBotKit

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

Your tool
Rasa
vs
Competitor 1
Yellow
Competitor 2
Voiceflow
Competitor 3
ChatBotKit
Compare
4 tools · best value per row highlighted
Your tool Rasa
rasa.com
Rasa is an agent platform for product teams building customer-facing AI.
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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 Voiceflow
voiceflow.com
Design conversations visually
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Competitor 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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Traffic estimated monthly website traffic
Monthly visits
111.5Kvisits/mo
—
385Kvisits/mo
35.4Kvisits/mo
MoM change
▼ 3.2%
—
▼ 5.8%
▼ 12.0%
6-month growth
-26.3%
—
-35.3%
-20.6%
Global rank web
#375,963
—
#93,201
#829,241
Avg. last 3 months
117.3K
—
407.5K
42.7K
Bounce rate lower is better
41%
—
38%
40%
Pages / visit
1.9
—
5.2
1.8
Visit duration
30s
—
3m 07s
10s
Traffic sources
● Direct 78% · ● Referral 20%
—
● Direct 75% · ● Referral 24%
—
RasaYellowVoiceflowChatBotKit
0150K300K450.1K600.1KRasa · 145.7KRasa · 145.6KRasa · 177.1KRasa · 151.4KRasa · 144.6KRasa · 132.4KRasa · 125KRasa · 115.2KRasa · 111.5KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KChatBotKit · 37.5KChatBotKit · 41.5KChatBotKit · 42.7KChatBotKit · 34.7KChatBotKit · 44.6KChatBotKit · 77.7KChatBotKit · 58.9KChatBotKit · 52.3KChatBotKit · 40.2KChatBotKit · 35.4K10K100K1MRasa · 145.7KRasa · 145.6KRasa · 177.1KRasa · 151.4KRasa · 144.6KRasa · 132.4KRasa · 125KRasa · 115.2KRasa · 111.5KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KChatBotKit · 37.5KChatBotKit · 41.5KChatBotKit · 42.7KChatBotKit · 34.7KChatBotKit · 44.6KChatBotKit · 77.7KChatBotKit · 58.9KChatBotKit · 52.3KChatBotKit · 40.2KChatBotKit · 35.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
Free tier
Free
Free tier
$25per month · free tier available
Free tier
Free trial
–
–
API access
–
Plans
Free Developer Edition CustomEnterprise Custom
Free FreeEnterprise Custom
—
Basic $25/moPro $65/moScale $365/moEnterprise Custom
Capabilities input → output
Input
CodeText
DocumentsText
DocumentsText
DocumentsTextWeb pages
Output
Apps
Apps
Apps
Apps
Skill level
Advanced
Advanced
Intermediate
Intermediate
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Tasks what each tool can do · 4 shared · core   partial
Tasks covered
10
15
13
8
Agents
Customer support
Agent creation
Chatbots
Voice agents
–
Customer support chatbot
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Chatbot building
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Call center automation
–
–
Agent testing
–
–
Call answering
–
–
Calls
–
–
Call agents
–
–
–
Chatbot integration
–
–
–
Chatbot testing
–
–
–
Customer support automation
–
–
–
Agent management
–
–
–
Conversation automation
–
–
–
Discord bots
–
–
–
Knowledge bases
–
–
–
MCP
–
–
–
No-code
–
–
–
On WhatsApp telegram
–
–
–
RAG
–
–
–
Website to chatbot
–
–
–
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.