ChatNode vs Layercode vs Claude Code vs Yellow

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
Claude Code
Competitor 3
Yellow
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 LLayercode
layercode.com
A developer building a telehealth app needs voice agents that respond instantly during patient consultations
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Competitor Claude Code
claude.com
Every plan tier hits usage limits
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Competitor Yellow
yellow.ai
Yellow.ai is an enterprise platform for building AI agents that handle customer and employee conversations.
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Traffic estimated monthly website traffic
Monthly visits
7.9Kvisits/mo
548visits/mo
123.5Mvisits/mo
—
MoM change
▼ 56.0%
▼ 75.1%
▼ 6.8%
—
6-month growth
-13.9%
-96.0%
+106.6%
—
Global rank web
#1,061,283
#6,604,519
#434
—
Avg. last 3 months
12.2K
1.6K
125.2M
—
Bounce rate lower is better
39%
36%
64%
—
Pages / visit
4.9
1.0
2.2
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Visit duration
2m 20s
—
2m 36s
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Traffic sources
● Direct 97% · ● Mail 3%
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● Direct 82% · ● Referral 15%
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ChatNodeLayercodeClaude CodeYellow
035M69.9M104.9M139.9MChatNode · 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 · 548Claude Code · 19.2MClaude Code · 19.5MClaude Code · 35.8MClaude Code · 59.8MClaude Code · 139.9MClaude Code · 133.1MClaude Code · 119.5MClaude Code · 132.6MClaude Code · 123.5M1001K10K100K1M10M100M1BChatNode · 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 · 548Claude Code · 19.2MClaude Code · 19.5MClaude Code · 35.8MClaude Code · 59.8MClaude Code · 139.9MClaude Code · 133.1MClaude Code · 119.5MClaude Code · 132.6MClaude Code · 123.5MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Free
Starting price
$35per month
$250per month · free tier available
$17per month · free tier available
Free
Free tier
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Free trial
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–
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API access
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Plans
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Developer FreePro $250/moEnterprise Custom
Free FreePro $17/moMax 5x $100/moMax 20x Custom/mo+2 more
Free FreeEnterprise Custom
Capabilities input → output
Input
DocumentsTextWeb pages
AudioText
CodeText
DocumentsText
Output
Apps
AudioText
Code
Apps
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Productivity & OfficeAI AssistantAI Email AssistantAI Scheduling
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
6
9
15
Agents
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Customer support
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Voice agents
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Customer support chatbot
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Chatbots
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Customer support automation
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Knowledge bases
–
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Chatbot building
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Agent creation
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–
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Coding
–
–
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Terminal
–
–
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APIs
–
–
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Assistant API building
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–
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Call answering
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Call center automation
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Code analysis
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Code explanations
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Code reviews
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Debugging
–
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Developer tools
–
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Website to chatbot
–
–
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Agent testing
–
–
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Assistant development
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–
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Calls
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Chatbot integration
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Conversation automation
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Development
–
–
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Node js
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–
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RAG
–
–
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Refactoring
–
–
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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
2
0
Verified listing
–
–
–
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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.