Best 7 RAG Chatbots for Web Design

ChatCompose offers a versatile no‑code chatbot builder that allows designers to create conversational flows using a visual drag‑and‑drop editor. The platform supports integration with popular CRMs and e‑commerce platforms such as Shopify, WooCommerce, and Salesforce, enabling real‑time data retrieval and lead capture. ChatCompose’s RAG capabilities are powered by dynamic knowledge bases that can ingest PDFs, webpages, and internal documents, allowing the bot to answer specific product or support questions accurately. Key strengths of ChatCompose include its extensive webhook library, the ability to set up multi‑step conversations, and built‑in analytics to monitor engagement. The platform also offers a paid plan that unlocks advanced features like message automation, advanced conditional logic, and API access. Pricing starts with a free tier allowing up to 500 messages per month, while the Pro plan costs $49/month, and the Enterprise plan is available upon request. Overall, ChatCompose is well‑suited for small to mid‑sized businesses looking for an easy entry into AI‑powered chat with integration to their existing sales and marketing stack.

Landbot provides a visual chatbot builder that emphasizes conversational design, making it a popular choice among web designers who want to create engaging, interactive flows. Its drag‑and‑drop interface supports conditional logic, file uploads, and dynamic content insertion, allowing for highly personalized conversations. Landbot’s RAG functionality is enabled through integrations with external knowledge bases and APIs, so the bot can pull up-to-date information from FAQs, product catalogs, or support tickets. The platform also offers native e‑commerce integrations with Shopify and WooCommerce, and can embed on any website via a single line of JavaScript. Landbot’s pricing includes a free trial, a Starter plan at $49/month (20,000 messages per month), and a Growth plan at $99/month (50,000 messages). Advanced features such as custom branding, advanced analytics, and API access are available in the higher tier. Designers appreciate Landbot for its clean visual editor and the ability to create conversational landing pages that convert visitors into leads.

Intercom’s AI‑powered chat platform is widely recognized for its robust customer support and engagement features. The platform offers a conversational UI that can be embedded on any website and integrates seamlessly with Intercom’s own ticketing and CRM system. Intercom’s RAG capabilities come from its ability to pull data from the knowledge base, FAQs, and product documentation, allowing the bot to answer product questions and troubleshoot issues. Key features include automated messaging, real‑time analytics, and a built‑in AI assistant that can suggest articles or route conversations to human agents. Intercom’s pricing starts at $39/month for the Essential plan, which includes 20,000 messages and basic automation. The Pro plan is $79/month, and the Advanced plan is $119/month, each offering increased message limits and advanced automation. Intercom is ideal for medium‑size businesses that already use its CRM and want a single platform for chat, help center, and marketing automation.

Drift is a conversational marketing platform designed to connect prospects with sales teams in real time. The platform offers a chat widget that can be embedded on any web page, and its AI engine can pull information from a linked knowledge base or CRM to answer product questions and qualify leads. Drift’s RAG approach relies on integration with Shopify, HubSpot, and other CRMs, enabling the bot to retrieve up‑to‑date pricing, inventory, and support data. Features include live chat, automated email follow‑ups, and lead scoring. Drift provides a visual flow builder for non‑technical users, and its pricing model starts at $299/month for the Starter plan, which includes 500,000 messages per month and basic live chat. The Growth plan is $499/month, and the Enterprise plan is custom priced. Drift is especially popular among SaaS and B2B companies that prioritize real‑time lead qualification and sales outreach.

ManyChat is a chatbot platform that specializes in social media and messaging channel automation, but it also offers a web chat widget that can be added to any website. The platform’s visual builder lets users create conversational flows without coding, and it can pull information from a knowledge base or external API to provide real‑time answers. ManyChat’s RAG capabilities are primarily used for FAQ answering and customer support. ManyChat offers native integrations with Shopify, WooCommerce, and Mailchimp, allowing the chatbot to retrieve product data and capture email leads. The platform has a free plan with limited features, and the Pro plan is $9/month for up to 1,000 contacts. The Premium plan is $49/month for up to 5,000 contacts, and the Agency plan is $199/month for unlimited contacts. ManyChat is ideal for small businesses that need a low‑cost chatbot for e‑commerce and marketing automation.

Tars is a chatbot builder focused on creating high‑converting conversational landing pages. The platform offers a drag‑and‑drop editor that makes it easy to design conversational flows without coding. Tars’s RAG capability is achieved through integrations with external data sources, such as Google Sheets or custom APIs, allowing the bot to fetch real‑time information for FAQs or product queries. Tars provides native integrations with popular CRMs like HubSpot and Salesforce, and it can embed the chatbot on any website. Pricing starts with a free trial, followed by a Starter plan at $49/month for 5,000 conversations per month, and a Growth plan at $149/month for 20,000 conversations. Advanced features such as custom branding and API access are available in higher tiers. Designers appreciate Tars for its clean interface and ability to create conversational forms that convert visitors into leads.