ChatNode vs Voiceflow vs Chatbit vs Layercode

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

Your tool
ChatNode
vs
Competitor 1
Voiceflow
Competitor 2
Chatbit
Competitor 3
LLayercode
Compare
4 tools · best value per row highlighted
Your tool ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
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Competitor Voiceflow
voiceflow.com
Design conversations visually
Make main Remove
Competitor Chatbit
chatbit.co
You get 11 million characters of training data
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Competitor LLayercode
layercode.com
A developer building a telehealth app needs voice agents that respond instantly during patient consultations
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.9Kvisits/mo
385Kvisits/mo
135visits/mo
548visits/mo
MoM change
▼ 56.0%
▼ 5.8%
▼ 82.9%
▼ 75.1%
6-month growth
-13.9%
-35.3%
-92.0%
-96.0%
Global rank web
#1,061,283
#93,201
#4,843,863
#6,604,519
Avg. last 3 months
12.2K
407.5K
1.5K
1.6K
Bounce rate lower is better
39%
38%
55%
36%
Pages / visit
4.9
5.2
1.1
1.0
Visit duration
2m 20s
3m 07s
2s
—
Traffic sources
● Direct 97% · ● Mail 3%
● Direct 75% · ● Referral 24%
—
—
ChatNodeVoiceflowChatbitLayercode
0150K300K450.1K600.1KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KChatbit · 3.7KChatbit · 2.6KChatbit · 2.6KChatbit · 1.7KChatbit · 1.9KChatbit · 2.5KChatbit · 3.5KChatbit · 789Chatbit · 135Layercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 5481001K10K100K1MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KChatbit · 3.7KChatbit · 2.6KChatbit · 2.6KChatbit · 1.7KChatbit · 1.9KChatbit · 2.5KChatbit · 3.5KChatbit · 789Chatbit · 135Layercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548Nov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Freemium
Starting price
$35per month
Free tier
$19per month · free tier available
$250per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
Plans
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
—
Starter FreeCore $19/moGrowth $99/moEnterprise $399/mo
Developer FreePro $250/moEnterprise Custom
Capabilities input → output
Input
DocumentsTextWeb pages
DocumentsText
DocumentsTextWeb pages
AudioText
Output
Apps
Apps
Apps
AudioText
Skill level
Intermediate
Intermediate
Beginner-friendly
Advanced
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Productivity & OfficeAI AssistantAI Email AssistantAI Scheduling
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
13
9
6
Customer support
–
Customer support chatbot
–
Chatbots
–
Website to chatbot
–
Chatbot building
–
Voice agents
–
–
Agents
–
–
No-code
–
–
APIs
–
–
–
Agent creation
–
–
–
Assistant API building
–
–
–
Call agents
–
–
–
Call center automation
–
–
–
Calls
–
–
–
Customer support automation
–
–
–
Developer tools
–
–
–
Knowledge bases
–
–
–
Lead generation
–
–
–
Assistant development
–
–
–
Call answering
–
–
–
Chatbot integration
–
–
–
Knowledge-driven chatting
–
–
–
Node js
–
–
–
Shopify chatbots
–
–
–
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.