Chatbase vs Layercode vs Gmelius vs ChatNode

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

Your tool
Chatbase
vs
Competitor 1
LLayercode
Competitor 2
Gmelius
Competitor 3
ChatNode
Compare
4 tools · best value per row highlighted
Your tool Chatbase
chatbase.co
Train chatbots on your content
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Competitor LLayercode
layercode.com
A developer building a telehealth app needs voice agents that respond instantly during patient consultations
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Competitor Gmelius
gmelius.com
Gmelius is an AI-powered inbox for Gmail that combines shared inboxes with AI agents.
Make main Remove
Competitor ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
402.2Kvisits/mo
548visits/mo
—
7.9Kvisits/mo
MoM change
▲ 2.0%
▼ 75.1%
—
▼ 56.0%
6-month growth
-12.4%
-96.0%
—
-13.9%
Global rank web
#84,220
#6,604,519
—
#1,061,283
Avg. last 3 months
412.6K
1.6K
—
12.2K
Bounce rate lower is better
44%
36%
—
39%
Pages / visit
6.9
1.0
—
4.9
Visit duration
4m 34s
—
—
2m 20s
Traffic sources
● Direct 81% · ● Referral 15%
—
—
● Direct 97% · ● Mail 3%
ChatbaseLayercodeGmeliusChatNode
0147.7K295.3K443K590.6KChatbase · 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 · 548ChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9K1001K10K100K1MChatbase · 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 · 548ChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free Trial
Free Trial
Starting price
$40per month · free tier available
$250per month · free tier available
$19per month
$35per month
Free tier
–
–
Free trial
–
API access
–
Plans
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Developer FreePro $250/moEnterprise Custom
Meli $19/moGrowth $25/moPro $40/moEnterprise Custom
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Capabilities input → output
Input
DocumentsTextWeb pages
AudioText
Text
DocumentsTextWeb pages
Output
AppsText
AudioText
Text
Apps
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Productivity & OfficeAI AssistantAI Email AssistantAI Scheduling
Business & MarketingProductivity & OfficeAI AssistantAI Customer Service+1 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
3
6
7
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.