ChatBotKit vs Yellow vs Rasa 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
Rasa
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
Remove
Competitor Yellow
yellow.ai
Yellow.ai is an enterprise platform for building AI agents that handle customer and employee conversations.
Make main Remove
Competitor Rasa
rasa.com
Rasa is an agent platform for product teams building customer-facing AI.
Make main Remove
Competitor Voiceflow
voiceflow.com
Design conversations visually
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
35.4Kvisits/mo
—
111.5Kvisits/mo
385Kvisits/mo
MoM change
▼ 12.0%
—
▼ 3.2%
▼ 5.8%
6-month growth
-20.6%
—
-26.3%
-35.3%
Global rank web
#829,241
—
#375,963
#93,201
Avg. last 3 months
42.7K
—
117.3K
407.5K
Bounce rate lower is better
40%
—
41%
38%
Pages / visit
1.8
—
1.9
5.2
Visit duration
10s
—
30s
3m 07s
Traffic sources
—
—
● Direct 78% · ● Referral 20%
● Direct 75% · ● Referral 24%
ChatBotKitYellowRasaVoiceflow
0150K300K450.1K600.1KChatBotKit · 37.5KChatBotKit · 41.5KChatBotKit · 42.7KChatBotKit · 34.7KChatBotKit · 44.6KChatBotKit · 77.7KChatBotKit · 58.9KChatBotKit · 52.3KChatBotKit · 40.2KChatBotKit · 35.4KRasa · 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 · 385K10K100K1MChatBotKit · 37.5KChatBotKit · 41.5KChatBotKit · 42.7KChatBotKit · 34.7KChatBotKit · 44.6KChatBotKit · 77.7KChatBotKit · 58.9KChatBotKit · 52.3KChatBotKit · 40.2KChatBotKit · 35.4KRasa · 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 · 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
–
–
API access
–
Plans
Basic $25/moPro $65/moScale $365/moEnterprise Custom
Free FreeEnterprise Custom
Free Developer Edition CustomEnterprise Custom
—
Capabilities input → output
Input
DocumentsTextWeb pages
DocumentsText
CodeText
DocumentsText
Output
Apps
Apps
Apps
Apps
Skill level
Intermediate
Advanced
Advanced
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
8
15
10
13
Agents
Customer support
Agent creation
Chatbots
Voice agents
–
Customer support chatbot
–
Chatbot building
–
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
▲ 0
▲ 1
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
–
–
–

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.