ChatNode vs Weaviate vs Dify vs Voiceflow

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

Your tool
ChatNode
vs
Competitor 1
Weaviate
Competitor 2
Dify
Competitor 3
Voiceflow
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 Weaviate
weaviate.io
Search that understands meaning
Make main Remove
Competitor Dify
dify.ai
AI apps without code
Make main Remove
Competitor Voiceflow
voiceflow.com
Design conversations visually
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.9Kvisits/mo
154.2Kvisits/mo
1Mvisits/mo
385Kvisits/mo
MoM change
▼ 56.0%
▼ 11.8%
▼ 16.6%
▼ 5.8%
6-month growth
-13.9%
-7.0%
-30.6%
-35.3%
Global rank web
#1,061,283
#293,589
#39,510
#93,201
Avg. last 3 months
12.2K
155.7K
1.1M
407.5K
Bounce rate lower is better
39%
41%
41%
38%
Pages / visit
4.9
1.9
4.4
5.2
Visit duration
2m 20s
50s
6m 40s
3m 07s
Traffic sources
● Direct 97% · ● Mail 3%
● Direct 82% · ● Referral 18%
● Direct 84% · ● Referral 15%
● Direct 75% · ● Referral 24%
ChatNodeWeaviateDifyVoiceflow
0368.2K736.4K1.1M1.5MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385K1K10K100K1M10MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MVoiceflow · 600.1KVoiceflow · 574.1KVoiceflow · 561.6KVoiceflow · 513.7KVoiceflow · 594.8KVoiceflow · 462.6KVoiceflow · 454KVoiceflow · 429.1KVoiceflow · 408.5KVoiceflow · 385KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Freemium
Starting price
$35per month
$45per month · free tier available
$590per month · free tier available
Free tier
Free tier
–
Free trial
–
–
API access
Plans
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Free FreeFlex $45/moPremium $0
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
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Capabilities input → output
Input
DocumentsTextWeb pages
DataImagesText
DocumentsText
DocumentsText
Output
Apps
Data
Apps
Apps
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Development & CodeAI Developer Tools
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
6
9
13
Agents
–
Chatbots
–
Customer support
–
–
Customer support chatbot
–
–
Agent creation
–
–
Developer tools
–
–
No-code
–
–
Chatbot building
–
–
LLM development
–
–
Website to chatbot
–
–
Vector databases
–
–
–
Voice agents
–
–
–
Workflows
–
–
–
Call agents
–
–
–
Call center automation
–
–
–
Calls
–
–
–
Customer support automation
–
–
–
Databases
–
–
–
Knowledge bases
–
–
–
APIs
–
–
–
Call answering
–
–
–
Chatbot integration
–
–
–
Development
–
–
–
Information retrieval
–
–
–
Productivity
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 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.