Rasa vs Yellow vs ChatBotKit vs Voiceflow

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
ChatBotKit
Competitor 3
Voiceflow
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 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 Voiceflow
voiceflow.com
Design conversations visually
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
111.5Kvisits/mo
—
35.4Kvisits/mo
385Kvisits/mo
MoM change
▼ 3.2%
—
▼ 12.0%
▼ 5.8%
6-month growth
-26.3%
—
-20.6%
-35.3%
Global rank web
#375,963
—
#829,241
#93,201
Avg. last 3 months
117.3K
—
42.7K
407.5K
Bounce rate lower is better
41%
—
40%
38%
Pages / visit
1.9
—
1.8
5.2
Visit duration
30s
—
10s
3m 07s
Traffic sources
● Direct 78% · ● Referral 20%
—
—
● Direct 75% · ● Referral 24%
RasaYellowChatBotKitVoiceflow
0150K300K450.1K600.1KRasa · 145.7KRasa · 145.6KRasa · 177.1KRasa · 151.4KRasa · 144.6KRasa · 132.4KRasa · 125KRasa · 115.2KRasa · 111.5KChatBotKit · 37.5KChatBotKit · 41.5KChatBotKit · 42.7KChatBotKit · 34.7KChatBotKit · 44.6KChatBotKit · 77.7KChatBotKit · 58.9KChatBotKit · 52.3KChatBotKit · 40.2KChatBotKit · 35.4KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385K10K100K1MRasa · 145.7KRasa · 145.6KRasa · 177.1KRasa · 151.4KRasa · 144.6KRasa · 132.4KRasa · 125KRasa · 115.2KRasa · 111.5KChatBotKit · 37.5KChatBotKit · 41.5KChatBotKit · 42.7KChatBotKit · 34.7KChatBotKit · 44.6KChatBotKit · 77.7KChatBotKit · 58.9KChatBotKit · 52.3KChatBotKit · 40.2KChatBotKit · 35.4KVoiceflow · 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
Free tier
Free
$25per month · free tier available
Free tier
Free tier
Free trial
–
–
API access
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Plans
Free Developer Edition CustomEnterprise Custom
Free FreeEnterprise Custom
Basic $25/moPro $65/moScale $365/moEnterprise Custom
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Capabilities input → output
Input
CodeText
DocumentsText
DocumentsTextWeb pages
DocumentsText
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+2 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 4 shared · core   partial
Tasks covered
10
15
8
13
Agents
Customer support
Agent creation
Chatbots
Voice agents
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Customer support chatbot
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Chatbot building
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Call center automation
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–
Agent testing
–
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Call answering
–
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Calls
–
–
Call agents
–
–
–
Chatbot integration
–
–
–
Chatbot testing
–
–
–
Customer support automation
–
–
–
Agent management
–
–
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Conversation automation
–
–
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Discord bots
–
–
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Knowledge bases
–
–
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MCP
–
–
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No-code
–
–
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On WhatsApp telegram
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–
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RAG
–
–
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Website to chatbot
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–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
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–
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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.