10 Best White-Label AI Chatbot Platforms: The Ultimate Guide (2026)
After testing 18+ top white-label AI chatbot platforms for custom conversational workflows, here are my top 10 picks that sound natural, answers accurately and deliver outcomes that a user expects.
Table of Contents
10 Best White-Label AI Chatbots in 2026: TL;DR
- MirrorFly: Best for building white-label AI chatbot and voice agent platforms.
- Apphitect: Best for building self-hosted AI chatbots.
- Botpress: For companies looking to build scalable AI chatbots.
- CustomGPT.ai: Best for SMBs wanting GPT-style chatbots.
- Engati: Best for multilingual & omnichannel customer engagement.
- Kore.ai: Best for businesses that need advanced NLP & conversational automation.
- Voiceflow: Best for teams designing white label voice AI and chat experiences.
- Tidio: Best for SMBs and agencies combining live chat with AI automation.
- ManyChat: Best for social media marketing and lead generation.
- Drift: Best for B2B sales teams that aim at lead qualification and revenue conversion.
Top 10 White-Label AI Chatbots for 2026
1. MirrorFly White-Label AI Chatbot
MirrorFly’s AI chatbot solution is a pre-built widget that helps businesses build their own chatbots for their platform.
The solution integrates Natural Language Processing (NLP), NLU, and LLM to deliver human-like responses to every message.
The solution is built on top of Retrieval Augmented Generation (RAG). This ensures your chatbot will not hallucinate and will provide accurate answers based on the knowledge you train it with.
Since MirrorFly’s white-label AI chatbot platform supports data ingestion, you can use URLs, PDFs, or any format of document to help your chatbot learn what your product is about.
The auto-sync option also keeps updating your chatbot with the latest information, so users do not get redundant or outdated information from your bots.
Key Features of MirrorFly’s White-Label AI Chatbot:
- Lead qualification
- Automated appointment booking
- CRM integration
- Sentiment analysis
- Contextual memory
- Smart escalation to human agents
- Warm transfers
White-Labeling on MirrorFly
- When it comes to white-labeling, MirrorFly gives complete support with how you need your chatbot to look. You can add your own logos, color schemes, and branding elements and make the chatbot feel native to your business service.
- Beyond aesthetics, you can configure how your chatbots behave by defining specific tones, personalities, and rules that align with your brand voice.
- If you prefer to deploy your AI chatbot on your own server, MirrorFly does not restrict you on this. Apart from this, businesses can also get access to a custom dashboard that tracks intent detection and outcome detection.
2. Apphitect AI Chatbot
Apphitect is a self-hosted AI chatbot solution that helps you build your own chatbot with over five hundred AI features. Almost thousands of brands use this solution for their white label ai chatbot development owing to the level of customization it offers.
Every piece of data associated with your chatbot stays yours, and Apphitect does not have access to any of it.
Want to host and maintain your chatbot on your on-premise server? Check it with Apphitect. It supports self-hosting, allowing you to choose where your chatbot system runs.
And don’t worry if the chatbot you build with Apphitect will be secure or not. This white label AI chatbot platform lets you add any number of security layers you need. You can also easily meet region-specific regulations along with GDPR, HIPAA, and OWASP.
Key Features of Apphitect’s White Label AI Chatbot:
- On-premise hosting
- Full data ownership
- 100% customization
- Source code access
- Real-time messaging
- Voice & video calling
- Sentiment detection
- Intent recognition
- Call summarization
- Human agent handoff
3. CustomGPT.ai
CustomGPT is a one of the best white label AI software for small and medium-scale businesses that aim to implement a white-label AI chatbot for their platform without having to do a lot of technical work.
You can upload knowledge bases to this no-code GPT and train their models to build custom-trained chatbots for your business.
Key Features of CustomGPT.ai’s White-Label AI Chatbot:
- No-code chatbot builder
- Custom data training
- Multi-channel deployment
- Web deployment
- API access
- Agency partner program
- Reseller-friendly management
4. Botpress
Botpress is one of the most popular white label AI agents and chatbot platforms. It comes with AI chatbots that can be customized to your needs without any code or using only minimal code.
Botpress stays up-to-date with the latest information using LLMs and is ready-to-use for most use cases.
If you need help with implementing or using Botpress, you can easily get help from their 30,000-member community or learn from their YouTube tutorials.
Key Features of Botpress’ White-Label AI Chatbot:
- Advanced NLU
- LLM support
- Multi-tenant management
- Extensive integrations
- Visual flow builder
- Omnichannel deployment
- Self-hosting
- Full data control
5. Engati
Tired of building and maintaining separate white label chatbots for web and mobile? With Engati, you’ve got a solution. Build omnichannel bots to run multi-channel campaigns.
Drive bot conversations in over fifty languages and integrate any third-party plugin or extension you require for your business.
Key Features of Engati’s White-Label AI Chatbot:
- White label live chat
- No-code AI chatbot builder
- Omnichannel support
- Live chat handoff
- Partner portal for client management
6. Kore.ai
Kore.ai is a white label artificial intelligence platform that uses advanced NLP to process the user messages and respond close to a human’s tone and personality.
You can deploy this chatbot on any channel: Android, iOS, or web, just as you require it, without any limitations. When it comes to security, Kore.ai is compatible with compliances like SOC 2 and ISO.
Key Features of Kore.ai’s White-Label AI Chatbot:
- Advanced NLP and intent recognition
- Low-code visual chatbot builder
- Enterprise system integrations
- Omnichannel deployment
- Enterprise-grade security and compliance
7. Voiceflow
Voiceflow is a white label chatbot platform that is excellent at helping people build their voice and chat apps and deploy them on any channel they prefer.
The platform is highly recognized for its UI tools that help build chatbots that are visually appealing and work smoothly.
Key Features of Voiceflow’s White-Label AI Chatbot:
- Drag-and-drop visual chatbot builder
- Integrated knowledge base (RAG)
- Multi-channel deployment
- Branded analytics and client dashboard
8. Tidio
Tidio is a solid SMB-focused chatbot platform that offers live chat features.
It also helps businesses set up AI chat automation and white label chat services, personalized for their own company elements and style.
Key Features of Tidio’s White-Label AI Chatbot:
- Lyro AI conversational agent
- Knowledge base training on custom data
- Multilingual NLP support
- AI copilot for human agents
- Full white-label branding and customization
9. ManyChat
ManyChat was initially created to automate messages on social media platforms like Messenger and Instagram.
Now, ManyChat includes AI-powered features that businesses can use to drive billions of conversations while adding their own elements to the bot without losing their brand identity.
Key Features of ManyChat’s White-Label AI Chatbot:
- AI-powered automation and intention recognition
- Visual no-code flow builder
- Omnichannel messaging support
- Partner panel for client and performance management
10. Drift
Drift is a secure AI whitelabel chatbot platform that helps businesses automate conversations across their platform. You can customize the bot as much as you want and make it look as if it was built in-house.
It is a marketing and sales automation platform that can handle high volumes of chats simultaneously without compromising on the performance.
Key Features of Drift’s White-Label AI Chatbot:
- AI-powered lead qualification
- Automated meeting scheduling
- CRM and marketing integrations
- Live chat handoff to sales teams
Why Choose MirrorFly White-Label AI Chatbot?
Overall, we think MirrorFly stands out as the #1 white-labeled AI chatbot platform for the countless benefits it offers.
Personally, I liked the solution for the following reasons:
- Customization: There’s no limit to how much you can customize your chatbot.
- White-labeling: You can customize the appearance, tone, personality, and style of the chatbot and make it work as if it is built in-house.
- Data control: Not many providers offer this. MirrorFly lets you take complete control of the chatbot data while offering full source code access.
- Self-hosting: You can deploy on your own servers or on MirrorFly’s multi-tenant cloud.
And there’s a lot more!
Have the same idea? Explore more about MirrorFly’s AI chatbot solution or get in touch with the experts to discuss how the solution will work for you!
A technical content writer specializing in Real-time Communication Solutions, adept at making complex concepts easy to understand.