ChatNode vs Layercode vs Chatbit vs Google CC

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
Google CC
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 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
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Competitor Google CC
labs.google
Google's experimental productivity agent sends a personalized morning briefing called "Your Day Ahead" by pulling together your Gmail, Calendar, and Drive activity
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.9Kvisits/mo
548visits/mo
135visits/mo
76.1Mvisits/mo
MoM change
▼ 56.0%
▼ 75.1%
▼ 82.9%
▲ 11.4%
6-month growth
-13.9%
-96.0%
-92.0%
+73.8%
Global rank web
#1,061,283
#6,604,519
#4,843,863
#293
Avg. last 3 months
12.2K
1.6K
1.5K
70.8M
Bounce rate lower is better
39%
36%
55%
20%
Pages / visit
4.9
1.0
1.1
18.3
Visit duration
2m 20s
—
2s
16m 23s
Traffic sources
● Direct 97% · ● Mail 3%
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—
● Direct 80% · ● Referral 19%
ChatNodeLayercodeChatbitGoogle CC
019M38.1M57.1M76.1MChatNode · 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 · 135Google CC · 34.2MGoogle CC · 41.2MGoogle CC · 43.8MGoogle CC · 55.3MGoogle CC · 62MGoogle CC · 68MGoogle CC · 68.3MGoogle CC · 76.1M1001K10K100K1M10M100MChatNode · 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 · 135Google CC · 34.2MGoogle CC · 41.2MGoogle CC · 43.8MGoogle CC · 55.3MGoogle CC · 62MGoogle CC · 68MGoogle CC · 68.3MGoogle CC · 76.1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Freemium
Starting price
$35per month
$250per month · free tier available
$19per month · free tier available
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Free tier
–
–
Free trial
–
–
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API access
–
–
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Plans
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Developer FreePro $250/moEnterprise Custom
Starter FreeCore $19/moGrowth $99/moEnterprise $399/mo
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Capabilities input → output
Input
Web pagesTextDocuments
AudioText
DocumentsWeb pagesText
DocumentsImagesText
Output
Apps
AudioText
Apps
DocumentsText
Skill level
Intermediate
Advanced
Beginner-friendly
Beginner-friendly
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Productivity & OfficeAI AssistantAI Email AssistantAI Scheduling
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Lifestyle & EntertainmentProductivity & OfficeAI AssistantAI Life+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
6
9
7
Chatbots
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Customer support
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Customer support chatbot
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Website to chatbot
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Agents
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Chatbot building
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Voice agents
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APIs
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Assistant API building
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Calendar assistance
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Customer support automation
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Developer tools
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Email management
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Knowledge bases
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Lead generation
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Morning briefings
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Assistant development
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Chatbot integration
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Email
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Gmail email management
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–
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Knowledge-driven chatting
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–
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No-code
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–
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Node js
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–
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Productivity
–
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Shopify chatbots
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 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.