ChatNode vs Layercode vs Google CC vs Chatbase

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
Google CC
Competitor 3
Chatbase
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 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
Competitor Chatbase
chatbase.co
Train chatbots on your content
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.9Kvisits/mo
548visits/mo
76.1Mvisits/mo
402.2Kvisits/mo
MoM change
▼ 56.0%
▼ 75.1%
▲ 11.4%
▲ 2.0%
6-month growth
-13.9%
-96.0%
+73.8%
-12.4%
Global rank web
#1,061,283
#6,604,519
#293
#84,220
Avg. last 3 months
12.2K
1.6K
70.8M
412.6K
Bounce rate lower is better
39%
36%
20%
44%
Pages / visit
4.9
1.0
18.3
6.9
Visit duration
2m 20s
—
16m 23s
4m 34s
Traffic sources
● Direct 97% · ● Mail 3%
—
● Direct 80% · ● Referral 19%
● Direct 81% · ● Referral 15%
ChatNodeLayercodeGoogle CCChatbase
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 · 548Google CC · 34.2MGoogle CC · 41.2MGoogle CC · 43.8MGoogle CC · 55.3MGoogle CC · 62MGoogle CC · 68MGoogle CC · 68.3MGoogle CC · 76.1MChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2K1001K10K100K1M10M100MChatNode · 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 · 548Google CC · 34.2MGoogle CC · 41.2MGoogle CC · 43.8MGoogle CC · 55.3MGoogle CC · 62MGoogle CC · 68MGoogle CC · 68.3MGoogle CC · 76.1MChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Freemium
Starting price
$35per month
$250per month · free tier available
—
$40per month · free tier available
Free tier
–
–
Free trial
–
–
API access
–
–
Plans
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Developer FreePro $250/moEnterprise Custom
—
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Capabilities input → output
Input
Web pagesTextDocuments
AudioText
DocumentsImagesText
DocumentsWeb pagesText
Output
Apps
AudioText
DocumentsText
TextApps
Skill level
Intermediate
Advanced
Beginner-friendly
Intermediate
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Productivity & OfficeAI AssistantAI Email AssistantAI Scheduling
Lifestyle & EntertainmentProductivity & OfficeAI AssistantAI Life+1 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
3
3
10
Customer support
–
–
Customer support chatbot
–
–
Chatbots
–
–
Agents
–
–
Chatbot building
–
–
Chatbot integration
–
–
Website to chatbot
–
–
Assistant API building
–
–
–
Calendar assistance
–
–
–
Customer support automation
–
–
–
Knowledge bases
–
–
–
Morning briefings
–
–
–
No-code
–
–
–
Shopify customer support
–
–
–
Assistant development
–
–
–
Gmail email management
–
–
–
Node js
–
–
–
Sales
–
–
–
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
–
–
–
–

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.