Top 7 Dual-Agent LLM Agents for Web Design

Chatbase, a product of Google’s AI division, positions itself as a comprehensive LLM agent framework that simplifies the creation of conversational AI across multiple channels. The platform emphasizes a modular, multi‑agent architecture, allowing developers to define distinct roles—such as a user‑facing bot and a background analysis agent—within a single flow. Its drag‑and‑drop interface and pre‑built prompt templates enable quick prototyping, while the integration layer supports hundreds of apps, from CRM systems to messaging platforms. A key strength of Chatbase is its focus on data‑driven conversations. The platform automatically logs all interactions, providing analytics dashboards that track response accuracy, user sentiment, and conversion metrics. With built‑in A/B testing capabilities, teams can iterate on dialogue flows and measure impact on key performance indicators. Additionally, Chatbase offers a real‑time webhook system that can trigger external APIs—such as inventory checks or support ticket creation—directly from the conversation. While Chatbase excels in analytics and integration breadth, it can be resource‑intensive for smaller teams. The platform’s pricing structure, which typically starts with a free tier limited to a few thousand messages per month, moves into paid plans that can exceed $300/month for high‑volume usage. Some users have noted that the learning curve for the full feature set is steeper than other no‑code alternatives.

Eesel.ai offers a suite of AI‑powered tools tailored for customer support and internal knowledge management. Its AI chatbot component allows businesses to deploy a conversational agent on their website that can answer FAQs, triage tickets, or guide users through product features. The platform’s triage AI can automatically route or prioritize support tickets, while the internal chat feature provides employees with instant access to company knowledge. Eesel.ai differentiates itself with a wide array of integrations that span over 100 third‑party applications. From Zendesk and Freshdesk for ticketing, to Slack for team collaboration, to Google Docs for document retrieval, the platform can pull data from almost any source and feed it into the chat flow. The AI email writer generates drafts for support agents or sales reps, reducing manual effort. Pricing information is not publicly listed; users are encouraged to contact sales for a custom quote. Users have reported that the platform is best suited for medium‑sized businesses that already use a suite of SaaS tools and need a unified AI layer to orchestrate them.

Zapier’s ChatbotsBeta brings the power of its automation platform to conversational AI. Leveraging Zapier’s vast library of 8,000+ app connections, the chatbot builder allows users to create custom AI agents that can query external services, trigger workflows, and respond to user inputs—all without writing code. The platform’s visual flow editor is intuitive, letting non‑technical users assemble complex logic through if‑then rules and API calls. Key features include real‑time data fetching from e‑commerce stores, CRM systems, and messaging platforms. For example, a user can set up a chatbot that retrieves product availability from Shopify or pulls customer records from HubSpot. The platform also supports webhook triggers, enabling the chatbot to initiate external actions such as sending emails or updating spreadsheets. Zapier’s pricing is tiered: a free plan provides limited tasks per month, while paid plans start at $29/month for 750 tasks and scale up to enterprise pricing. While the chatbot builder is powerful, it is best suited for users who already rely on Zapier for workflow automation and are comfortable with a slightly steeper learning curve.

Top Hat, an education technology platform, has recently incorporated AI‑powered tools to enhance learning experiences. Its AI assistant, Ace, provides on‑demand help to students, answering questions about course content and offering hints during assessments. The platform also supports interactive labs, polls, quizzes, and real‑time attendance tracking, making it a comprehensive solution for educators. While Top Hat’s core focus is education, its AI assistant can be leveraged to create conversational interfaces for educational institutions or corporate training programs. The assistant draws on a knowledge graph of course materials and can be configured to answer subject‑specific queries. Additionally, Top Hat’s integration with learning management systems allows the AI to access student progress data and tailor responses accordingly. Pricing for Top Hat is typically tailored to institutions and is best obtained through direct sales contact. The platform is known for its strong data privacy compliance and support for accessibility standards.

Landbot is a no‑code chatbot builder that focuses on conversational landing pages and lead generation. Its drag‑and‑drop builder allows marketers to create interactive flows that can be embedded on any website or shared as standalone pages. Landbot supports integrations with CRMs, email marketing tools, and e‑commerce platforms, enabling automated data capture and order processing. The platform offers a visual designer for chat widgets, customizable branding, and the ability to deploy chatbots as embedded widgets or standalone web pages. Users can also create knowledge bases that the bot can reference for FAQ answers. While Landbot does not natively support a dual‑agent architecture, it provides a modular flow system that can mimic separate front‑end and back‑end logic through separate flows and API calls. Landbot’s pricing starts at $30/month for the Starter plan, which includes basic features and up to 5,000 messages per month. Higher tiers unlock additional flows, advanced integrations, and increased message limits.

Intercom offers an AI‑powered chat platform that blends customer messaging with automation. Its chatbots can be embedded on websites, mobile apps, and in‑app messages, providing instant support and lead qualification. Intercom’s AI features include automated responses, sentiment analysis, and the ability to hand off conversations to human agents when needed. The platform’s workflow builder allows users to create complex logic that can trigger email sequences, update CRM records, or create support tickets. Intercom also offers a knowledge base system that the chatbot can reference for FAQ answers, and its real‑time analytics dashboard tracks engagement metrics such as conversion rates and response times. Pricing for Intercom starts at $39/month for the Essential plan, which includes basic chat and automation. Higher tiers add advanced AI, multichannel support, and additional agent seats.