ChatNode vs Layercode vs Chatbit vs Voiceflow

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

Your tool
ChatNode
vs
Competitor 1
LLayercode
Competitor 2
Chatbit
Competitor 3
Voiceflow
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
Remove
Competitor LLayercode
layercode.com
A developer building a telehealth app needs voice agents that respond instantly during patient consultations
Make main Remove
Competitor Chatbit
chatbit.co
You get 11 million characters of training data
Make main Remove
Competitor Voiceflow
voiceflow.com
Design conversations visually
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.9Kvisits/mo
548visits/mo
135visits/mo
385Kvisits/mo
MoM change
▼ 56.0%
▼ 75.1%
▼ 82.9%
▼ 5.8%
6-month growth
-13.9%
-96.0%
-92.0%
-35.3%
Global rank web
#1,061,283
#6,604,519
#4,843,863
#93,201
Avg. last 3 months
12.2K
1.6K
1.5K
407.5K
Bounce rate lower is better
39%
36%
55%
38%
Pages / visit
4.9
1.0
1.1
5.2
Visit duration
2m 20s
—
2s
3m 07s
Traffic sources
● Direct 97% · ● Mail 3%
—
—
● Direct 75% · ● Referral 24%
ChatNodeLayercodeChatbitVoiceflow
0150K300K450.1K600.1KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548Chatbit · 3.7KChatbit · 2.6KChatbit · 2.6KChatbit · 1.7KChatbit · 1.9KChatbit · 2.5KChatbit · 3.5KChatbit · 789Chatbit · 135Voiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385K1001K10K100K1MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548Chatbit · 3.7KChatbit · 2.6KChatbit · 2.6KChatbit · 1.7KChatbit · 1.9KChatbit · 2.5KChatbit · 3.5KChatbit · 789Chatbit · 135Voiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Freemium
Starting price
$35per month
$250per month · free tier available
$19per month · free tier available
Free tier
Free tier
–
Free trial
–
–
API access
–
–
Plans
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Developer FreePro $250/moEnterprise Custom
Starter FreeCore $19/moGrowth $99/moEnterprise $399/mo
—
Capabilities input → output
Input
DocumentsTextWeb pages
AudioText
DocumentsTextWeb pages
DocumentsText
Output
Apps
AudioText
Apps
Apps
Skill level
Intermediate
Advanced
Beginner-friendly
Intermediate
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Productivity & OfficeAI AssistantAI Email AssistantAI Scheduling
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
3
8
13
Customer support
–
Customer support chatbot
–
Chatbots
–
Website to chatbot
–
Chatbot building
–
Agents
–
–
Voice agents
–
–
–
Agent creation
–
–
–
Assistant API building
–
–
–
Call agents
–
–
–
Call center automation
–
–
–
Calls
–
–
–
Customer support automation
–
–
–
Knowledge bases
–
–
–
Lead generation
–
–
–
Assistant development
–
–
–
Call answering
–
–
–
Chatbot integration
–
–
–
Knowledge-driven chatting
–
–
–
No-code
–
–
–
Node js
–
–
–
Shopify chatbots
–
–
–
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.