AI Chatbot Platforms Compared: Voiceflow vs Botpress vs Custom Build
Choosing the right chatbot platform for your business. We compare the leading options and help you decide between platforms and custom development.
Complex flows + team collaboration
Open-source + self-hosting
Live chat + AI in minutes
Platform Reviews
Voiceflow
Enterprise-ready visual builderA powerful visual conversation design platform used by enterprises. Excellent for complex, multi-turn conversations and team collaboration.
Pricing
Pros
- +Powerful visual flow builder
- +Excellent AI/NLU capabilities
- +Strong version control
- +Multi-channel support
- +Knowledge base integration
Cons
- −Expensive for small teams
- −Learning curve for advanced features
- −Requires technical skills for APIs
- −USD pricing only
Ratings
Botpress
Open-source flexibilityOpen-source chatbot platform with powerful AI capabilities. Can be self-hosted or used as cloud service. Popular for its flexibility.
Pricing
Pros
- +Open-source option
- +Self-hosting available
- +Strong developer tools
- +Good free tier
- +Active community
Cons
- −Steeper learning curve
- −Less polished UI
- −Requires developer skills
- −Limited templates
Ratings
Intercom Fin
AI-first customer serviceIntercom's AI agent that resolves customer queries using your help content. Deeply integrated with Intercom's customer platform.
Pricing
Pros
- +Seamless Intercom integration
- +Trained on your content
- +Human handoff built-in
- +Strong analytics
- +Proven enterprise solution
Cons
- −Requires Intercom platform
- −Expensive overall
- −Limited customisation
- −USD pricing only
Ratings
Tidio
SME-friendly live chat + AICombines live chat with AI chatbots. Great for small-medium businesses wanting to add chat without complexity.
Pricing
Pros
- +Very easy to set up
- +Good free tier
- +Live chat included
- +E-commerce integrations
- +Visual bot builder
Cons
- −Limited AI sophistication
- −Basic conversation flows
- −Less customisation
- −Can get expensive at scale
Ratings
Custom Build
Maximum controlBuild your own chatbot using AI APIs (OpenAI, Claude, etc.) and custom code. Maximum flexibility but requires development resources.
Pricing
Pros
- +Complete customisation
- +Own your code/IP
- +No per-seat licensing
- +Choose your AI model
- +Custom integrations
Cons
- −Higher upfront cost
- −Requires development team
- −Longer time to launch
- −Maintenance responsibility
Ratings
Feature Comparison
| Feature | Voiceflow | Botpress | Intercom | Tidio | Custom |
|---|---|---|---|---|---|
| Visual Builder | Excellent | Good | Basic | Good | N/A |
| AI/LLM Support | GPT-4, Claude | Multiple LLMs | Proprietary | GPT-based | Any |
| Free Tier | Limited | Good | No | Good | N/A |
| Self-hosting | No | Yes | No | No | Yes |
| Setup Time | Days | Days-Weeks | Hours | Hours | Weeks-Months |
| Technical Skill | Medium | High | Low | Low | High |
| Customisation | High | Very High | Medium | Low | Unlimited |
| NZ Integrations | Via API | Via API | Limited | Limited | Any |
Which Platform for Your Use Case?
Customer service for e-commerce
Quick setup, e-commerce integrations, handles order queries and returns efficiently.
Enterprise support desk
Handles complex multi-turn conversations, integrates with ticketing systems, team collaboration.
Internal company assistant
Can be self-hosted for security, integrate with internal systems, train on company data.
Lead qualification chatbot
Complex conversation flows, CRM integration, custom qualification logic.
Simple FAQ bot
Fastest to set up, good free tier, sufficient for basic queries.
Unique NZ business requirements
Integrate with Xero, MYOB, NZ-specific systems. Full control over features.
Platform vs Custom Build
Choose a Platform When...
- You need to launch quickly (days not months)
- Your requirements are relatively standard
- You don't have in-house developers
- You want predictable monthly costs
- You need ongoing vendor support
Build Custom When...
- You have unique integration requirements
- Data sovereignty is critical (keep data in NZ)
- You need to integrate with legacy systems
- Per-seat licensing would be too expensive at scale
- You want to own the IP and code
pipehq builds chatbots using any platform
Whether you want a quick Tidio setup or a custom-built AI assistant integrated with your NZ systems, our team can design, build, and deploy the perfect chatbot for your business.