Voiceflow vs ChatBotKit vs Rasa vs Yellow

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

Your tool
Voiceflow
vs
Competitor 1
ChatBotKit
Competitor 2
Rasa
Competitor 3
Yellow
Compare
4 tools · best value per row highlighted
Your tool Voiceflow
voiceflow.com
Design conversations visually
Remove
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
Make main Remove
Competitor Rasa
rasa.com
Rasa is an agent platform for product teams building customer-facing AI.
Make main Remove
Competitor Yellow
yellow.ai
Yellow.ai is an enterprise platform for building AI agents that handle customer and employee conversations.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
385Kvisits/mo
35.4Kvisits/mo
111.5Kvisits/mo
—
MoM change
▼ 5.8%
▼ 12.0%
▼ 3.2%
—
6-month growth
-35.3%
-20.6%
-26.3%
—
Global rank web
#93,201
#829,241
#375,963
—
Avg. last 3 months
407.5K
42.7K
117.3K
—
Bounce rate lower is better
38%
40%
41%
—
Pages / visit
5.2
1.8
1.9
—
Visit duration
3m 07s
10s
30s
—
Traffic sources
● Direct 75% · ● Referral 24%
—
● Direct 78% · ● Referral 20%
—
VoiceflowChatBotKitRasaYellow
0150K300K450.1K600.1KVoiceflow · 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 · 35.4KRasa · 145.7KRasa · 145.6KRasa · 177.1KRasa · 151.4KRasa · 144.6KRasa · 132.4KRasa · 125KRasa · 115.2KRasa · 111.5K10K100K1MVoiceflow · 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 · 35.4KRasa · 145.7KRasa · 145.6KRasa · 177.1KRasa · 151.4KRasa · 144.6KRasa · 132.4KRasa · 125KRasa · 115.2KRasa · 111.5KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
Free tier
$25per month · free tier available
Free tier
Free
Free tier
Free trial
–
–
API access
–
Plans
—
Basic $25/moPro $65/moScale $365/moEnterprise Custom
Free Developer Edition CustomEnterprise Custom
Free FreeEnterprise Custom
Capabilities input → output
Input
DocumentsText
DocumentsTextWeb pages
CodeText
DocumentsText
Output
Apps
Apps
Apps
Apps
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 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
13
8
10
15
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
▲ 1
▲ 0
▲ 0
▲ 0
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.