ChatBotKit vs Voiceflow vs Langflow vs Yellow

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

Your tool
ChatBotKit
vs
Competitor 1
Voiceflow
Competitor 2
Langflow
Competitor 3
Yellow
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 Voiceflow
voiceflow.com
Design conversations visually
Make main Remove
Competitor Langflow
langflow.org
Drag and drop 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
35.4Kvisits/mo
385Kvisits/mo
215.3Kvisits/mo
—
MoM change
▼ 12.0%
▼ 5.8%
▼ 0.7%
—
6-month growth
-20.6%
-35.3%
-4.9%
—
Global rank web
#829,241
#93,201
#217,191
—
Avg. last 3 months
42.7K
407.5K
225.2K
—
Bounce rate lower is better
40%
38%
44%
—
Pages / visit
1.8
5.2
2.2
—
Visit duration
10s
3m 07s
1m 04s
—
Traffic sources
—
● Direct 75% · ● Referral 24%
● Direct 76% · ● Referral 24%
—
ChatBotKitVoiceflowLangflowYellow
0150K300K450.1K600.1KChatBotKit · 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 · 385KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3K10K100K1MChatBotKit · 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 · 385KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free
Free
Starting price
$25per month · free tier available
Free tier
Free
Free
Free tier
Free trial
–
–
API access
–
Plans
Basic $25/moPro $65/moScale $365/moEnterprise Custom
—
—
Free FreeEnterprise Custom
Capabilities input → output
Input
DocumentsTextWeb pages
DocumentsText
Text
DocumentsText
Output
Apps
Apps
Apps
Apps
Skill level
Intermediate
Intermediate
Advanced
Advanced
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 3 shared · core   partial
Tasks covered
8
13
9
15
Agents
Agent creation
Chatbots
Customer support
–
Chatbot building
–
Voice agents
–
–
Customer support chatbot
–
–
Call center automation
–
–
No-code
–
–
Call answering
–
–
Calls
–
–
Call agents
–
–
–
Customer support automation
–
–
–
Developer tools
–
–
–
Development
–
–
–
LLM development
–
–
–
Workflows
–
–
–
APIs
–
–
–
Agent testing
–
–
–
Conversation automation
–
–
–
Discord bots
–
–
–
Knowledge bases
–
–
–
MCP
–
–
–
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
▲ 1
▲ 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.