Layercode vs ChatNode vs Chatbase vs Yellow

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

Your tool
LLayercode
vs
Competitor 1
ChatNode
Competitor 2
Chatbase
Competitor 3
Yellow
Compare
4 tools · best value per row highlighted
Your tool LLayercode
layercode.com
A developer building a telehealth app needs voice agents that respond instantly during patient consultations
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Competitor ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
Make main Remove
Competitor Chatbase
chatbase.co
Train chatbots on your content
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
Traffic estimated monthly website traffic
Monthly visits
548visits/mo
7.9Kvisits/mo
402.2Kvisits/mo
—
MoM change
▼ 75.1%
▼ 56.0%
▲ 2.0%
—
6-month growth
-96.0%
-13.9%
-12.4%
—
Global rank web
#6,604,519
#1,061,283
#84,220
—
Avg. last 3 months
1.6K
12.2K
412.6K
—
Bounce rate lower is better
36%
39%
44%
—
Pages / visit
1.0
4.9
6.9
—
Visit duration
—
2m 20s
4m 34s
—
Traffic sources
—
● Direct 97% · ● Mail 3%
● Direct 81% · ● Referral 15%
—
LayercodeChatNodeChatbaseYellow
0147.7K295.3K443K590.6KLayercode · 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 · 7.9KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2K1001K10K100K1MLayercode · 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 · 7.9KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free Trial
Freemium
Free
Starting price
$250per month · free tier available
$35per month
$40per month · free tier available
Free
Free tier
–
Free trial
–
–
API access
–
Plans
Developer FreePro $250/moEnterprise Custom
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Free FreeEnterprise Custom
Capabilities input → output
Input
AudioText
DocumentsTextWeb pages
DocumentsTextWeb pages
DocumentsText
Output
AudioText
Apps
AppsText
Apps
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Productivity & OfficeAI AssistantAI Email AssistantAI Scheduling
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
7
10
10
Customer support
–
Customer support chatbot
–
Agents
–
Chatbots
–
Chatbot building
–
Chatbot integration
–
–
Website to chatbot
–
–
Agent creation
–
–
–
Assistant API building
–
–
–
Call answering
–
–
–
Call center automation
–
–
–
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.