ChatNode vs Chatbase vs Gmelius vs Layercode

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

Your tool
ChatNode
vs
Competitor 1
Chatbase
Competitor 2
Gmelius
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 Chatbase
chatbase.co
Train chatbots on your content
Make main Remove
Competitor Gmelius
gmelius.com
Gmelius is an AI-powered inbox for Gmail that combines shared inboxes with AI agents.
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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
402.2Kvisits/mo
—
548visits/mo
MoM change
▼ 56.0%
▲ 2.0%
—
▼ 75.1%
6-month growth
-13.9%
-12.4%
—
-96.0%
Global rank web
#1,061,283
#84,220
—
#6,604,519
Avg. last 3 months
12.2K
412.6K
—
1.6K
Bounce rate lower is better
39%
44%
—
36%
Pages / visit
4.9
6.9
—
1.0
Visit duration
2m 20s
4m 34s
—
—
Traffic sources
● Direct 97% · ● Mail 3%
● Direct 81% · ● Referral 15%
—
—
ChatNodeChatbaseGmeliusLayercode
0147.7K295.3K443K590.6KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KLayercode · 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 · 7.9KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548Nov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Free Trial
Freemium
Starting price
$35per month
$40per month · free tier available
$19per month
$250per month · free tier available
Free tier
–
–
Free trial
–
API access
–
Plans
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Meli $19/moGrowth $25/moPro $40/moEnterprise Custom
Developer FreePro $250/moEnterprise Custom
Capabilities input → output
Input
DocumentsTextWeb pages
DocumentsTextWeb pages
Text
AudioText
Output
Apps
AppsText
Text
AudioText
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Business & MarketingProductivity & OfficeAI AssistantAI Customer Service+1 more
Productivity & OfficeAI AssistantAI Email AssistantAI Scheduling
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
10
6
3
Customer support
–
Customer support chatbot
–
–
Chatbots
–
–
Agents
–
–
Chatbot building
–
–
Chatbot integration
–
–
Website to chatbot
–
–
Email management
–
–
–
Email replies
–
–
–
Gmail email management
–
–
–
Assistant API building
–
–
–
Email
–
–
–
Email automation
–
–
–
No-code
–
–
–
Shopify customer support
–
–
–
Assistant development
–
–
–
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.