Rasa vs DocsBot AI 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
DocsBot AI
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 DocsBot AI
docsbot.ai
DocsBot turns a knowledge base into AI agents that answer questions and take action across business tools.
Make main Remove
Competitor Voiceflow
voiceflow.com
Design conversations visually
Make main 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
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%
—
RasaDocsBot AIVoiceflowChatBotKit
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
Freemium
Freemium
Freemium
Starting price
Free tier
$49per month · free tier available
Free tier
$25per month · free tier available
Free tier
Free trial
–
–
API access
–
Plans
Free Developer Edition CustomEnterprise Custom
Free FreePersonal $49/moStandard $149/moBusiness $499/mo+1 more
—
Basic $25/moPro $65/moScale $365/moEnterprise Custom
Capabilities input → output
Input
CodeText
DocumentsTextWeb pages
DocumentsText
DocumentsTextWeb pages
Output
Apps
Apps
Apps
Apps
Skill level
Advanced
Intermediate
Intermediate
Intermediate
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Business & MarketingChatbots & CompanionsEducation & LearningAI Chatbot+2 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
9
10
13
7
Customer support
Chatbots
Agents
–
Customer support chatbot
–
Agent creation
–
Chatbot building
–
Chatbot integration
–
–
Website to chatbot
–
–
Voice agents
–
–
–
Agent testing
–
–
–
Call agents
–
–
–
Call center automation
–
–
–
Calls
–
–
–
Chatbot testing
–
–
–
Company information retrieval
–
–
–
Knowledge bases
–
–
–
Sales chatbots
–
–
–
Agent management
–
–
–
Call answering
–
–
–
Discord bots
–
–
–
Information retrieval
–
–
–
No-code
–
–
–
On WhatsApp telegram
–
–
–
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.