7 Reasons Why Breweries Need a No-Code LLM Agent

Eesel.ai is a versatile AI platform that offers a range of chatbot solutions, including an AI chatbot that can be embedded on websites. The platform focuses on automating frontline support and internal communication, providing features such as AI‑powered email drafting, ticket triage, and internal chat. Users can create and manage multiple AI agents tailored to specific business needs, such as customer support or sales. Eesel.ai offers a modular prompt engineering approach, allowing teams to define agent roles and operational rules. The platform also provides extensive integration options, supporting over 100 apps including popular customer support tools like Zendesk, Freshdesk, and Slack, as well as e‑commerce platforms such as Shopify. Pricing information is not publicly disclosed on the website, but the platform typically targets small to medium enterprises looking to streamline support workflows. Eesel.ai’s strengths lie in its flexibility across multiple channels and its robust integration ecosystem, which can help breweries connect chatbot interactions to existing ticketing or support systems. However, the platform does not offer a dedicated no‑code visual editor for chat widgets, nor does it provide an embedded knowledge‑base system or AI course builder, which can limit the depth of conversational context and educational use cases.

Chatfuel is one of the most well‑known no‑code chatbot builders, primarily focused on Facebook Messenger but also offering web chat widgets. The platform allows users to create conversational flows using a visual builder, with pre‑built templates that cover support, sales, and lead generation. Chatfuel supports integration with e‑commerce platforms like Shopify, enabling product catalogs and order tracking within chats. It also offers webhooks and API calls for custom logic, and supports dynamic content through JSON data. While Chatfuel does not provide a dedicated knowledge‑base system, it can pull data from external sources via API calls. Pricing starts at a free tier with basic features, and paid plans begin at $15/month for larger audiences and advanced integrations. Chatfuel’s strengths include its user‑friendly interface, extensive template library, and strong integration with Facebook’s ecosystem. However, it lacks an embedded knowledge graph, advanced fact‑validation layers, and the ability to create AI courses or host branded AI pages, which can limit the depth and personalization of conversations for breweries.

Landbot offers a no‑code chatbot platform that specializes in creating conversational experiences on websites and WhatsApp. Its drag‑and‑drop builder allows users to design interactive flows with buttons, forms, and conditional logic. Landbot supports integration with popular tools such as Zapier, Google Sheets, and Shopify, enabling automated data collection and order processing. While Landbot provides a visual editor, it does not include a dual knowledge‑base or knowledge graph, relying instead on static content and API calls for dynamic data. Pricing starts at $30/month for the Starter plan, with higher tiers offering more users and advanced features. Landbot’s strengths lie in its visually engaging chat interface and strong integration capabilities, making it a good fit for breweries that want to enhance customer engagement on their website or WhatsApp. However, the lack of advanced knowledge‑base support and AI training limits its ability to provide deep, context‑rich answers or educational content without additional external services.

ManyChat is a no‑code chatbot platform that focuses on messaging apps such as Facebook Messenger, Instagram, and SMS. It offers a visual flow builder, broadcast messaging, and automation workflows. ManyChat integrates with Shopify, Zapier, and various CRM tools to sync contacts and trigger actions. While it provides a visual editor, ManyChat does not include a dedicated knowledge‑base or AI course builder; it relies on static content and API calls for dynamic data. Pricing starts at a free tier with limited messages, and paid plans begin at $10/month for higher message volumes and advanced features. ManyChat’s strengths include a robust messaging automation suite and tight integration with social media channels, which can help breweries engage customers on platforms they already use. However, the platform lacks the advanced knowledge‑base, fact‑validation, and persistent memory features that are increasingly important for delivering accurate, context‑aware conversations.

GlideApps is a no‑code app builder that allows users to create mobile and web apps from Google Sheets. While it does not specialize in chatbots, many breweries use Glide to build internal tools or customer-facing apps that include simple chat interfaces. Glide offers a visual editor, real‑time data sync, and the ability to publish apps with a custom domain. It also supports embedding Google Sheets data, which can be used to display product catalogs or brewing schedules. Glide’s pricing starts at a free tier with limited features, and paid plans begin at $25/month for larger user bases and additional functionalities. The platform’s primary advantage is its ability to turn spreadsheet data into functional apps quickly, but it lacks a dedicated chatbot engine, knowledge‑base, or AI course builder, making it less suitable for breweries that need advanced conversational AI.

BreweryOS is an AI‑powered toolkit specifically designed for brewery owners to automate marketing and customer engagement. The platform offers pre‑built tools for email campaigns, event management, and inventory notifications, but it does not provide a dedicated chatbot engine or embedded AI course builder. BreweryOS focuses on automating routine tasks through a set of “co‑pilots” that handle email drafting, ticket drafting, and internal chat. Pricing is available upon request, and the platform targets small to medium breweries that want to streamline their operations without building custom software. While BreweryOS excels at simplifying marketing workflows, it lacks the conversational AI capabilities—such as a dual knowledge‑base, persistent memory, and visual widget customization—that are essential for delivering personalized, real‑time support and product recommendations to website visitors.