ChatNode vs Layercode vs Toki AI vs Botpress

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
Toki AI
Competitor 3
Botpress
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 LLayercode
layercode.com
A developer building a telehealth app needs voice agents that respond instantly during patient consultations
Make main Remove
Competitor Toki AI
yestoki.com
Toki AI handles calendar management through conversational interfaces, letting users schedule events by typing messages, speaking commands, or snapping photos of event posters and screenshots
Make main Remove
Competitor Botpress
botpress.com
Build AI chatbots for business
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.9Kvisits/mo
548visits/mo
8.9Kvisits/mo
359.8Kvisits/mo
MoM change
▼ 56.0%
▼ 75.1%
▼ 32.3%
▼ 5.1%
6-month growth
-13.9%
-96.0%
-91.8%
-17.4%
Global rank web
#1,061,283
#6,604,519
#1,927,030
#153,242
Avg. last 3 months
12.2K
1.6K
15.9K
371.2K
Bounce rate lower is better
39%
36%
43%
51%
Pages / visit
4.9
1.0
1.6
1.8
Visit duration
2m 20s
—
14s
33s
Traffic sources
● Direct 97% · ● Mail 3%
—
● Direct 81% · ● Referral 10%
● Direct 86% · ● Referral 14%
ChatNodeLayercodeToki AIBotpress
0156.6K313.2K469.8K626.4KChatNode · 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 · 548Toki AI · 151.2KToki AI · 131KToki AI · 130.7KToki AI · 108.6KToki AI · 104.6KToki AI · 67.5KToki AI · 25.9KToki AI · 13.1KToki AI · 8.9KBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8K1001K10K100K1MChatNode · 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 · 548Toki AI · 151.2KToki AI · 131KToki AI · 130.7KToki AI · 108.6KToki AI · 104.6KToki AI · 67.5KToki AI · 25.9KToki AI · 13.1KToki AI · 8.9KBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Freemium
Starting price
$35per month
$250per month · free tier available
$5.99per month · free tier available
Free tier
Free tier
–
Free trial
–
–
API access
–
–
–
Plans
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Developer FreePro $250/moEnterprise Custom
Free FreePlus $5.99/moSuper $10.99/mo
Botpress Pricing $25/mo
Capabilities input → output
Input
DocumentsTextWeb pages
AudioText
AudioImagesText
DocumentsText
Output
Apps
AudioText
Text
Apps
Skill level
Intermediate
Advanced
Beginner-friendly
Intermediate
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Productivity & OfficeAI AssistantAI Email AssistantAI Scheduling
Productivity & OfficeAI AssistantAI Scheduling
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
6
7
8
Agents
–
–
Chatbots
–
–
Customer support
–
–
Customer support chatbot
–
–
Chatbot building
–
–
Chatbot integration
–
–
Calendar assistance
–
–
–
Meeting scheduling
–
–
–
Schedule management
–
–
–
Voice agents
–
–
–
APIs
–
–
–
Agent creation
–
–
–
Assistant API building
–
–
–
Customer support automation
–
–
–
Day scheduling
–
–
–
Developer tools
–
–
–
Event scheduling
–
–
–
Knowledge bases
–
–
–
No-code
–
–
–
Website to chatbot
–
–
–
Assistant development
–
–
–
Node js
–
–
–
Task management
–
–
–
Time management
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
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.