Chatbase vs Layercode vs Yellow 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
Yellow
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
Make main Remove
Competitor Yellow
yellow.ai
Yellow.ai is an enterprise platform for building AI agents that handle customer and employee conversations.
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%
ChatbaseLayercodeYellowChatNode
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
Free Trial
Starting price
$40per month · free tier available
$250per month · free tier available
Free
$35per month
Free tier
–
Free trial
–
–
API access
–
Plans
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Developer FreePro $250/moEnterprise Custom
Free FreeEnterprise Custom
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Capabilities input → output
Input
DocumentsTextWeb pages
AudioText
DocumentsText
DocumentsTextWeb pages
Output
AppsText
AudioText
Apps
Apps
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Productivity & OfficeAI AssistantAI Email AssistantAI Scheduling
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
3
10
9
Customer support
–
Customer support chatbot
–
Agents
–
Chatbots
–
Chatbot building
–
Chatbot integration
–
–
Website to chatbot
–
–
Agent creation
–
–
–
Assistant API building
–
–
–
Call answering
–
–
–
Call center automation
–
–
–
Customer support automation
–
–
–
Knowledge bases
–
–
–
No-code
–
–
–
Shopify customer support
–
–
–
Assistant development
–
–
–
Calls
–
–
–
Conversation automation
–
–
–
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.