With 200+ chatbot platforms on the market, the choice isn’t obvious. The right vendor depends on three things: how your team wants to build (drag-and-drop vs. code), which systems you need to connect to, and how much conversation volume you’re actually handling.
We compared the 20 most widely used chatbot platforms for building production applications.
Top 20 chatbot companies comparison
Platform | Key Integrations | Industry-focus | Code | Communication |
|---|---|---|---|---|
Ada AI Chatbot | Zendesk, Salesforce, Shopify | Telecom, banking | GUI | Text |
Amazon Lex | AWS Lambda, Slack, Twilio | Contact centers, e-commerce | Programmable | Text, voice |
Botpress | Jira, Notion, HubSpot | Cross-industry | Programmable | Text, voice, multimedia |
ChatBot.com | Facebook, WhatsApp, Slack, Shopify | E-commerce | GUI | Text, multimedia |
CM.com | Salesforce, Zendesk, SAP, HubSpot | Retail, travel, finance | GUI | Text, voice, multimedia |
Drift | Salesforce, Marketo, HubSpot, Slack | B2B SaaS | GUI | Text |
Flow XO | MailChimp, Office 365, Google Calendar, Zapier | Support, lead gen | GUI | Text, multimedia |
Google Dialogflow CX | Google Workspace, Salesforce, Zendesk | Retail, e-commerce, telecom | Programmable | Text, voice |
Gupshup | WhatsApp, SMS, Slack | Banking, financial services, insurance | Programmable | Text, multimedia |
Haptik | Salesforce, Zendesk | Telecom, healthcare | GUI | Text, voice |
Table Features:
- Sorting: Products are listed in alphabetical order.
- UX use is also divided into two categories.
- With a GUI type, users can interact with a system through graphical elements, such as windows, icons, buttons, and menus, rather than text-based commands.
- Programmable refers to systems or interfaces that allow users to automate tasks or customize the functionality through scripting.
There are various tools available for creating a chatbot. While natural language processing platforms and large language models are among the most common, this article focuses solely on chatbot development services.
1. Ada
Ada positions itself as an AI-first customer service platform. It uses its Reasoning Engine to process queries through NLP and pulls from LLMs, including OpenAI and Gemini models. It integrates with Zendesk and HubSpot and supports 50+ languages.
Drawbacks: Users report “endless loop” failures where the bot gets stuck. Pricing requires a custom quote. AI responses can be imprecise on edge cases.
2. Amazon Lex
Amazon Lex uses the same ASR and NLU technology behind Alexa for voice and text interactions. Pricing is pay-as-you-go with 10,000 free text requests monthly in the first year. Recent additions include generative AI for Q&A intents and an Automated Chatbot Designer.
Drawbacks: Integration with third-party platforms like Slack can be difficult. Accent recognition has gaps. Debugging complex flows takes significant effort.
3. Botpress
Botpress is an open-source platform that can be deployed in the cloud or on-premises. It uses an Autonomous Node for LLM-based decision-making and offers a drag-and-drop interface with AI cards for task and content generation, as well as conditional transitions. An Event Debugger makes testing manageable.
Drawbacks: Live chat support is limited on basic plans. Advanced features have a steep learning curve, and the documentation has gaps.
4. ChatBot.com
ChatBot.com provides a visual flow designer with NLP and multi-channel deployment. Its core focus is lead generation and customer service automation.
Drawbacks: There’s no way to view all chatbot flows at once a real problem on larger bots. Facebook-specific features (comment auto-replies, Ads integration) are absent. Complex multi-turn customer inquiries stretch its capabilities.
5. CM.com
CM.com runs across voice, SMS, Instagram, and WhatsApp through its Conversational AI Cloud. A drag-and-drop builder lets it scan PDFs and web pages to generate AI responses without extensive upfront training.
Drawbacks: Regional coverage is limited a meaningful gap for businesses with international customers.
6. Drift
Drift is a B2B conversational marketing platform built for lead generation and qualification. It schedules meetings automatically and scores prospects using ML and NLP.
Drawbacks: Starts at $2,500/month, which prices out most small and mid-size businesses. Channel support is primarily website-focused. Some users report application stability issues.
7. Flow XO
Flow XO is a no-code platform aimed at small to mid-size teams. It supports six channels, including Telegram, Facebook Messenger, WhatsApp, and SMS. A free tier offers 100 interactions per month. Features include sentiment analysis and ChatGPT integration with 100+ direct connectors.
Drawbacks: Heavy reliance on third-party connectors creates fragility. Chat widget customization is minimal. No comprehensive user overview.
8. Google Dialogflow
Dialogflow CX provides advanced conversational AI capabilities through a visual flow builder and state-based routing. It supports up to 20 separate conversation flows and integrates directly with Google’s AI infrastructure. Both CX (advanced) and ES (standard) editions are available.
Drawbacks: Non-programmers will struggle with complex flows. The platform is locked into Google’s AI models, with no swapping in third-party LLMs.
9. Gupshup
Gupshup provides API-driven business messaging across WhatsApp, SMS, and Slack, with a focus on banking, financial services, and insurance. It supports text and multimedia communication.
Drawbacks: Product development cycles are long. AI capabilities struggle with complex customer interactions. Different platform components (journey management, template management) require separate logins, a friction point for daily use.
10. Haptik
Haptik targets telecom and healthcare with multichannel support and enterprise-grade integrations, including Salesforce and Zendesk.
Drawbacks: Modifying existing bot flows requires contacting support and incurs charges. Pricing is high. New users face a significant learning curve. Integration configurations can degrade customer experience if not handled carefully.
11. IBM watsonx Assistant
IBM watsonx Assistant (formerly Watson Assistant) targets banking, healthcare, and telecom. It integrates with Salesforce and IBM Cloud and performs well in data-heavy enterprise environments alongside other IBM AI services.
Drawbacks: Cost is prohibitive for startups and small businesses. Legacy system integration is complex. Response times slow under peak load. English-first support creates friction for international deployments.
12. Intercom
Intercom combines help desk, live chat, and AI chatbot (Fin AI Agent) in one platform. It offers 100+ integrations with real-time support, workflow automation, and detailed analytics.
Drawbacks: Starts at $39/seat/month with additional per-message fees. The interface can overwhelm users who only need basic chatbot functionality.
13. Kore.ai
Kore.ai covers text, voice, and multimedia communication with integrations into SAP, Salesforce, and Slack. It focuses on enterprise conversational AI in financial services and insurance.
Drawbacks: Pricing requires a custom quote. Integration setup is complex. No rollback mechanism for bot versions. Documentation is incomplete.
14. Landbot
Landbot specializes in visual chatbots for conversational landing pages and lead generation forms. It integrates with Zapier, Slack, Salesforce, and e-commerce tools.
Drawbacks: Not suited for complex multi-turn AI conversations. Customization options are limited compared to enterprise platforms. Heavy-use scenarios get expensive. Advanced functionality requires external integrations.
15. LivePerson
LivePerson focuses on customer engagement and conversational commerce in retail and telecom. It integrates with Salesforce, Genesys, and Adobe and supports text, voice, and multimedia.
Drawbacks: Complex conversational processes require technical skill to build and maintain. Full-feature access is expensive. Setup and configuration are involved.
16. ManyChat
ManyChat handles social media marketing automation, particularly Facebook Messenger, for e-commerce businesses. It connects with Facebook, Shopify, and MailChimp.
Drawbacks: Heavily dependent on Facebook’s platform policies. Functionality outside social media is limited. Not built for complex customer service interactions. Any change to Facebook’s terms can affect the entire workflow.
17. Microsoft Azure Bot Service
Azure Bot Service integrates with Slack and the Microsoft ecosystem, supporting text and voice across multiple industries. Teams already running Microsoft infrastructure will find integration straightforward.
Drawbacks: Developers unfamiliar with Microsoft’s stack face a steep ramp-up. Setup requires significant technical experience. Non-Microsoft integrations carry high development costs. Requires Azure infrastructure, which isn’t the right fit for every organization.
18. MobileMonkey
MobileMonkey focuses on multi-channel marketing automation across social, mobile, and web. It integrates with Facebook, Zapier, and Shopify.
Drawbacks: Dependent on third-party platform policies, particularly Facebook. AI capabilities are basic. Not well-suited for customer service use cases beyond marketing automation.
19. Pypestream
Pypestream specializes in customer service automation for regulated industries primarily insurance and retail. It integrates with Salesforce, SAP, and Zendesk.
Drawbacks: Implementation and licensing are expensive. Configuration requires technical expertise. Limited flexibility for businesses outside heavily regulated sectors. Non-standard use cases need significant custom work.
20. Tars
Tars uses conversational landing pages for lead generation and qualification in real estate and healthcare. It integrates with Zapier, Salesforce, and HubSpot.
Drawbacks: Not built for complex multi-turn conversations. Voice and multimedia support is thin compared to competitors. High cost at scale. The narrow focus on lead generation limits broader customer service use.
How to choose a chatbot platform
Define what you actually need
Before comparing platforms, nail down:
- Bot type: FAQ bot, sales qualification bot, customer service bot, internal helpdesk bot
- Volume: How many conversations per month, at peak and average
- Channels: Website widget, WhatsApp, Facebook Messenger, SMS, Slack, voice
- Industry: Some platforms are built specifically for healthcare, financial services, e-commerce, or telecom and carry the compliance certifications that come with it
Three ways to build
1. GUI / no-code platforms Drag-and-drop components to build a bot without writing code. Right for teams with limited budgets, straightforward requirements, and no engineering resources available.
2. API / SDK / library A framework your developers use to integrate ML and NLP capabilities into a custom bot. A competent team can build a basic bot in hours; a production-ready bot with complex logic takes weeks. Right for teams with some technical resource and limited budget.
3. End-to-end / vendor-built You specify requirements, the vendor builds it. Cost scales with complexity. Right for teams with budget, specific requirements, and no in-house bot development capacity.
Buy vs. build
Go no-code if:
- Budget is minimal
- Requirements are simple
- No engineering resource available
Go API/SDK if:
- Budget is limited, but you have developers
- You want control over the underlying model and logic
Go end-to-end if:
- You have a budget and complex requirements
- You want a production-ready bot without staffing a bot team
If you have technical skills and a real budget, it’s often worth building with self-service tools; you’ll get a better fit for your use case than an off-the-shelf deployment.
What to check before signing
Integrations: Does it connect natively to your CRM, support platform, and communication tools, or does it require custom connectors?
Scale limits: Monthly conversation caps, concurrent user limits, and guaranteed response times check these against your actual peak traffic, not average.
Security and compliance: SOC 2, HIPAA, GDPR, data residency controls, access logging. Non-negotiable for regulated industries.
FAQ
The best chatbot platform combines advanced natural language processing with seamless integration into existing business processes and technology stack. Look for ai powered chatbots that offer drag and drop visual builders for easy chatbot development, multilingual support across multiple channels like Facebook Messenger and other messaging platforms, and the ability to create your own AI chatbot without extensive coding knowledge. The right platform should enhance customer satisfaction through accurate responses and smooth conversation flow while integrating with your existing tools and sales processes.
AI chatbots powered by machine learning and generative AI can handle repetitive tasks, provide instant responses to website visitors, and maintain conversation history across various platforms, including mobile apps and messaging channels. These AI-generated responses simulate human conversation effectively, allowing human agents to focus on complex customer interactions while the chatbot handles routine inquiries. Advanced features like natural language understanding and voice conversations enable better customer experiences and increased customer engagement through personalized, human-like communication.
The choice between chatbot builders and hiring a chatbot development company depends on your business requirements, technical expertise, and desired advanced technology features. User-friendly chatbot platforms with chatbot templates work well for basic customer support and chat support needs across communication channels, while custom chatbot solutions offer more sophisticated AI models and integration with complex business processes. Consider factors like multilingual support, integration with sales representatives’ workflows, ability to handle user input effectively, and whether you need a simple chatbot app or a comprehensive conversational cloud solution that connects with multiple tools and provides detailed customer feedback analysis.
Further reading
Cem's work has been cited by leading global publications including Business Insider, Forbes, Washington Post, global firms like Deloitte, HPE and NGOs like World Economic Forum and supranational organizations like European Commission. You can see more reputable companies and resources that referenced AIMultiple.
Throughout his career, Cem served as a tech consultant, tech buyer and tech entrepreneur. He advised enterprises on their technology decisions at McKinsey & Company and Altman Solon for more than a decade. He also published a McKinsey report on digitalization.
He led technology strategy and procurement of a telco while reporting to the CEO. He has also led commercial growth of deep tech company Hypatos that reached a 7 digit annual recurring revenue and a 9 digit valuation from 0 within 2 years. Cem's work in Hypatos was covered by leading technology publications like TechCrunch and Business Insider.
Cem regularly speaks at international technology conferences. He graduated from Bogazici University as a computer engineer and holds an MBA from Columbia Business School.
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Nice Information, Thanks For Sharing. Can you please add Botgo to the list? We at Botgo is also an emerging chatbot development company in India. Best in class Chatbot development services to providing conversational experience to your customer's needs.
Thank you for the comment. We will consider your brand for inclusion in the next update of this article.
Hello, Good job gathering and structuring the info. Can you please add Druid to the list? Druid is an industry-agnostic conversational AI platform that lets enterprises create connected virtual assistants that improve productivity through automation and deliver personalized experiences across multiple channels. Proprietary NLP technology provides unparalleled conversational experience, with simple and relevant answers, while the modern API-centric design and the native connector with UiPath allow users to communicate in a natural way with the multitude of software applications. Thanks
Sure, we will consider your brand in our next update.
Hi, Good blog which brings most of the vendors engaged in the AI industry. I think Yellow Messenger, a conversational ai company should find a place right here as they are growing their presence in many emerging AI markets as well as established markets.
The Blog is very effective and useful. Very well written, this is the best guide for new users.You can consider BotPenguin(botpenguin.com), the best free chatbot platform for Website, FB messenger, WhatsApp, Telegram, Line, Skype, Slack, Kik, and WeChat. They offer integration of chatbots with 100+ platforms including Google Analytics, Salesforce, WordPress, etc. KEY FEATURES: 1. Natural Language Processing 2. Zero Development Time 3. Zero Setup Cost 4. Conversational UI 5. Deep Analytics 6. Easy to Integrate 7. Multi-lingual Support, 8. FAQ answering 9.The human takeover, 10. Machine learning( trainable)
This is a very informative blog, thanks for sharing about chatbot companies. I liked and it is wonderful to know about so many things that are useful for all of us! Thanks a lot for this amazing blog!!
Hi there. First of all, great article. Provided some interesting insight into the industry and, while your vendor list includes many of the key players in the conversational AI space, it is by no means exhaustive. Not surprising, of course, given how crowded the market is these days! We, at boost.ai, would love to be included in your list. We are a Norwegian conversational AI scale-up that has over 150+ live virtual agents including some of the largest enterprise organizations in the Nordics (DNB, Santander, Nordea, Telenor, Tryg, etc). Our solution differs from traditional rule-based chatbots by introducing a proprietary Deep Learning algorithm that we call Automatic Semantic Understanding. ASU allows our virtual agents to make sense of messy, convoluted conversations that often have multiple intents all while reducing false positives to a minimum in 90% of cases. You can read all about it on our website www.boost.ai or we'd be more than happy to give you a demo to show you precisely why we deserve to be included on your list!
Hi Dilmegani, First of all, congratulations to your blog! We at CX Company are a recognised chatbot vendor by Gartner and we are one of the world's top Conversational AI platforms. I tried to sign up via your vendor registration page https://appliedai.com/register/vendor, but unfortunately the activation link never reached me, so I signing up this way. Hopefully you can include us. Many thanks!
Hi there, We have rebranded as AIMultiple and you no longer need to sign up. We consider new brands for inclusion at every update.
Hi, what a great overview about chatbot vendors. Could you please add us to your list as well? BOTfriends is one of the leading chatbot vendors in Germany and has already implemented many successful chatbots with customers like Porsche, Bosch und Innogy. Our website: https://botfriends.de/
Hi, thanks for the great reference article. Could you please add Boftuel, one of the French leaders in the area with the large French caps as their main clients. https://answers.botfuel.io ? Thank you
Hi, I
Hi, thanks for a great article. I do not see us on the list - zummydirect.com. We are a Swedish company delivering AI driven chatbots.
Hi! Thank you for maintaining this great list! Could you please consider adding Just AI? Hailing from 2011, https://just-ai.com/ creates skills and content for digital assistants and designs tools for developers. With offices in London, Nanjing, and St. Petersburg, Just AI develops comprehensive solutions for contact centers and enterprises. The company's NLU platform is used by the likes of Papa Johns and McDonald's, enabling contact center automation to reach a whopping 80%. Just AI operates Aimylogic, a platform that enables developers to create skills and intelligent bots. The platform has over 10 000 users and some 4 000 skills and chatbots have been built on it. Just AI collaborates with Roobo, NotAnotherOne, Cinemood, Mishka AI, Elari and others, helping create ??smart devices and digital assistants.
Hi Guys, the list seem to be missing www.InteliWISE.com, with the experience of more than 160 reference Conversational AI / Chatbot deployments for enterprise customers, including Fortune 500 and European banks, insurance and ecommerce, including AXA, Castorama, Santander, governmental organizations and smart city.
Hi Marcin, this list is becoming difficult to update. We are working on a much better interface for these lists. It will be published this month on AIMultiple.com and we will definitely include inteliwise there. Thank you for your patience.
Nice Information.. I think you should consider "Depler AI Auxilium Chatbot" - Best AI Chat bot for business website. Depler AI's SAAS based B2B service provides deep machine learning using an AI Chatbot called Auxlilum Help desk that can be deployed on businesses' websites, enabling the businesses to "always be there for [their] customers"(TM). Auxlilum is available around the clock providing company information and first level helpdesk support, answering common questions, taking appointments, and efficiently hands off to a live agent during business hours for complex queries. Auxilium effectively helps businesses reduce support personnel cost, increases customer satisfaction and engagement while also generating actionable new customer leads and website visit heatmaps.
Hi AppliedAI I'm Martina and I'm Head of Marketing at Cognigy. By a random Google Search, I saw your page right at the top of search results - good job for that positioning btw. Unfortuanelty, I must notice that we as the leading Conversational AI technology vendor - headquartered in D
Thank you for your interest! Adding Cognigy to the list
Thank you for adding Chatbots.Studio to the list of Top Chatbot Development companies. Keep maintaining the list.
Hi there, great list. Could you please add Bitbot Studios? We're a London based chatbot agency working with a range of exciting brands like Vauxhall and BBC. Happy to provide more details if needed, and I'm also registering on appliedai.com. Thanks!
Hi there, thank you! Sure, added you to the list!
I just added Amplify.ai. We serve marketers and provide Conversational AI for Marketing, Advertising and Demand Gen across all messaging apps. Thanks for creating this list!
Thank you, amplify.ai added to our list
You missed Clustaar a bot platform based in Paris, France and dedicated to support automation. www.clustaar.com
Dear Sir or Madam. My name is Volodymyr and I represent Market Leader Company in Chatbot Development - BotsCrew. Recently, I have made a research on lists with Top Chatbot Development Companies. I have stumbled upon your version of the list and unfortunately haven't seen my company in it. BotsCrew is on a market for more than 2 years. We have succeeded a lot of recognition and awards during this period : - We are #1 AI Developers in the world in 2017 by Clutch - We have received only 5 star feedbacks from our clients - Working with Fortune 500 companies. - One of Top 3 Trusted ChatBot Development Companies in the World on ChatBot Developers
Hi Volodymyr, BotsCrew is already in our list
Great summary and information. I
Sure! Added you enterprise bot
@AIMultiple Hi there, thanks for including us. Another update: could you please tag us as multilingual? Our chatbots are already in production in English, German, French, Italian, Dutch and Portuguese. We are now adding some more European as well as Asian languages. Thanks
Consider adding Yekaliva.ai in the chatbots list it is the first ever AI chatbot that is similar to Sophia with 13 channel integration+ Integration with legacy systems like CRM and ERP and 100+ clients as of now. Check at https://yekaliva.ai/
Thank you, we added yekaliva
We at iGnovate Solutions and build real time AI chatbot development services for all kinds of business & enterprises to the next level. We design & develop awesome chatbots channels such as Slack, Facebook, Whatsapp, Skype, Telegram.
Sure! Added to our list of chatbot developers
I suggest you to try out Yekaliva chatbot more like paas solution. I found it interesting as it was easy to setup and all i need to do is integrate and intents. Check it out at https://yekaliva.ai/ I am using it in mysite.
Hi, interesting information about the market and list of companies. My only complaint is that we are not on it! It would be great if you could add us. We are The Bot Forge, a chatbot and conversational UI solutions company based in the UK. thank you :) A
Thanks! Added you guys to chatbot developers
I've discovered report only now. It gives a good picture of market. Thank you Cem Could you please add the Singularika. We work with clients in North America, West Europe, Australia and New Zealand. We have an own dialogue processor. Thank you
Thanks for the heads up, just added you guys!
How about Clare.AI? It builds both ASR, NLP, Dialogue Manager & ene-to-end chatbot in Asia.
Sure, included in the list.
Hmmm...interesting list. I however was thinking that you may want to include Engati as well. Engati is a chatbot platform that allows you to build, manage, integrate, train, analyse and publish your personalized bot in a matter of minutes. It presently supports eight major messaging platforms including messenger, kik, telegram, line, viber, skype, slack and webchat with a focus on customer engagement, conversational commerce, and customer service and fulfillments.
Added to the list! Thanks
Thank you for the list, Cem. Could you also add BotsCrew - we work with clients from Global Fortune 500
Added! Thank you.
Could you please provide high level cost range for Self-service solutions with an API, SDK and for End-to-end solutions
It depends on your requirements. Some important criteria are the channels where you will publish the bot, whether integration CRM or support ticketing systems is necessary. Finally, API costs are usage dependent so while a few conversations will be free, thousands of conversation will incur major fees. Just to give you an idea of the range, you can build and publish a chatbot using a bot builder platform like chatfuel for free. However, if you need a bot built for a Fortune 500, that will require extensive testing and can have a wide range of costs based on its complexity and the required integrations.
Hey Dilmegeni, We Ideas2IT Technologies one of the company to help businesses build intelligent chatbots that understand context and intent, and mimic human conversations. https://www.ideas2it.com/chatbot-development-services/
Added! Thanks.
Isn't chatbottle in the list? https://chatbottle.co/
No, as far as I see from their website they are promoting services of botmakers.net which is using chatfuel or manychat templates. We include both chatfuel and manychat in our list. Let me know if I am missing anything. Thanks,
You missed Conversable - with clients like Pizza Huts, Whole Foods, TGIFridays, CES, Budweiser, Sam's Club, Denny's, Shake Shack, Viacom, Dermstore, Boston Market, EY, Sony Pictures, Proctor & Gamble, 7Eleven, and many more.
Sure! Thanks for the heads up
Thanks for this report Cem. Can you add "live customers" as a factor in next iteration of this report?
That's a bit tough to find for all vendors. If you know a good source, let me know.