ChatNode vs Chatbase vs Claude 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
Claude
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
Remove
Competitor Chatbase
chatbase.co
Train chatbots on your content
Make main Remove
Competitor Claude
claude.ai
AI assistant built to be helpful, harmless, and honest
Make main Remove
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
950.2Mvisits/mo
548visits/mo
MoM change
▼ 56.0%
▲ 2.0%
▼ 2.0%
▼ 75.1%
6-month growth
-13.9%
-12.4%
+54.8%
-96.0%
Global rank web
#1,061,283
#84,220
#40
#6,604,519
Avg. last 3 months
12.2K
412.6K
955.4M
1.6K
Bounce rate lower is better
39%
44%
26%
36%
Pages / visit
4.9
6.9
4.5
1.0
Visit duration
2m 20s
4m 34s
6m 14s
—
Traffic sources
● Direct 97% · ● Mail 3%
● Direct 81% · ● Referral 15%
● Direct 93% · ● Referral 5%
—
ChatNodeChatbaseClaudeLayercode
0242.3M484.7M727M969.3MChatNode · 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 · 402.2KClaude · 180.3MClaude · 172.7MClaude · 202.9MClaude · 290.3MClaude · 613.7MClaude · 823.5MClaude · 952.6MClaude · 946.8MClaude · 969.3MClaude · 950.2MLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 5481001K10K100K1M10M100M1BChatNode · 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 · 402.2KClaude · 180.3MClaude · 172.7MClaude · 202.9MClaude · 290.3MClaude · 613.7MClaude · 823.5MClaude · 952.6MClaude · 946.8MClaude · 969.3MClaude · 950.2MLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548Nov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Freemium
Starting price
$35per month
$40per month · free tier available
$20per month · free tier available
$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
Free FreePro $20/moMax 5x $100/moMax 20x $200/mo
Developer FreePro $250/moEnterprise Custom
Capabilities input → output
Input
Web pagesTextDocuments
Web pagesTextDocuments
CodeTextImagesDocuments
TextAudio
Output
Apps
TextApps
TextSlidesDocumentsDataCode
TextAudio
Skill level
Intermediate
Intermediate
Beginner-friendly
Advanced
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Chatbots & CompanionsDevelopment & CodeEducation & LearningProductivity & Office+19 more
Productivity & OfficeAI AssistantAI Email AssistantAI Scheduling
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
10
26
3
Chatbots
–
Agents
–
Customer support
–
–
Customer support chatbot
–
–
Chatbot building
–
–
Chatbot integration
–
–
Website to chatbot
–
–
Coding
–
–
–
APIs
–
–
–
Assistant API building
–
–
–
Code reviews
–
–
–
Customer support automation
–
–
–
Debugging
–
–
–
Document summarization
–
–
–
Essay writing
–
–
–
Knowledge bases
–
–
–
Large language models
–
–
–
No-code
–
–
–
PDF analysis
–
–
–
Paraphrasing
–
–
–
Research
–
–
–
Shopify customer support
–
–
–
Summarizing
–
–
–
Terminal
–
–
–
Translations
–
–
–
Writing
–
–
–
Assistant development
–
–
–
Blogging
–
–
–
Code documentation
–
–
–
Copywriting
–
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
★ 4.610 ratings
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 50
▲ 0
Saves
0
0
7
0
Reviews
0
0
10
0
Prompts
0
0
19
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.