Top 7 RAG‑Powered LLM Agents for Sales Teams (Internal)

ChatSonic, developed by Writesonic, is a RAG‑powered chatbot that specializes in generating up-to‑date content by pulling data from the web in real time. The platform claims to mitigate hallucinations by retrieving the latest information before generating responses, making it a good fit for sales teams that need accurate product updates or competitive intelligence. Unlike some competitors, ChatSonic offers a built‑in knowledge base that can be populated with PDFs, websites, and internal documents, though the retrieval speed is limited by the size of the vector index. The platform’s API allows easy embedding into web pages, and it offers a visual builder for chat UI customization, but it does not provide a native WYSIWYG editor for brand‑specific styling. Pricing is competitive, starting at $20 per month for the Starter plan, with a Professional plan at $40/month that unlocks higher usage limits and advanced features. While it excels at quick, content‑driven conversations, it lacks deep e‑commerce integration and persistent memory for authenticated users.

Drift is a conversational marketing platform that has embraced RAG to provide a more accurate and context‑aware chat experience for sales and marketing teams. Drift’s chatbot can pull in information from a connected CRM, website analytics, and custom databases to answer product questions, schedule meetings, and qualify leads. The platform offers a visual builder that allows users to design chat flows, set triggers, and customize the look and feel of the chat widget, though it still requires some technical setup for advanced customization. Drift’s pricing is tiered, with the Standard plan at $1,200 per month, which includes unlimited chat sessions and access to the AI assistant. The Premium plan adds advanced features like dynamic content blocks and deeper analytics. While Drift excels at lead qualification and meeting scheduling, it does not provide persistent memory for authenticated users and lacks a dedicated knowledge‑graph component.

Intercom is a customer messaging platform that has incorporated RAG to improve the relevance of its chatbots. By connecting to a knowledge base and external data sources, Intercom’s bots can retrieve the most relevant FAQ or product documentation before generating a response. The platform offers a visual chat builder that allows teams to configure conversation flows, set up triggers, and customize the chat widget’s appearance. Intercom also provides a suite of integrations with e‑commerce platforms such as Shopify, WooCommerce, and Zendesk, enabling real‑time product and order data retrieval. Pricing starts at $39 per month for the Starter plan, with the Standard plan at $79/month and the Pro plan at $159/month, each adding more agents, higher message limits, and advanced automation features. Intercom’s memory is session‑based, and the platform does not offer long‑term memory for authenticated users.

Ada is an enterprise‑grade AI chatbot platform that focuses on automating customer support and sales conversations. The platform uses a knowledge‑base engine that can pull in real‑time data from connected systems, providing context‑aware responses. Ada’s visual builder allows non‑technical users to create complex conversation flows, trigger actions, and customize the chat widget’s appearance. The platform can integrate with CRMs like Salesforce and HubSpot, and it offers a one‑click Shopify integration for product data retrieval. Ada’s pricing is not publicly listed; customers are directed to contact sales for a custom quote, which typically starts in the $1,000 per month range for small teams. Ada offers a limited session‑based memory and does not provide an out‑of‑the‑box persistent memory feature for authenticated users.

Jasper is a versatile AI copywriting platform that has introduced a chatbot feature powered by RAG to deliver context‑aware responses. The bot can pull in information from uploaded documents and internal knowledge bases, which helps sales teams provide accurate product information during conversations. Jasper’s visual editor allows users to design chat templates and customize the chat widget’s styling, though it is not as extensive as a dedicated WYSIWYG editor. The platform offers a free trial and two paid plans: Starter at $29/month and Pro at $59/month, which unlock higher usage limits and additional AI models. Jasper’s memory is session‑based only, and it does not provide long‑term memory for authenticated users. While Jasper is strong in content generation, it lacks deep e‑commerce integration and a dedicated knowledge‑graph component.

HubSpot’s Conversational Bots are part of its inbound marketing platform and have been enhanced with RAG to improve answer relevance. The bots can pull in information from HubSpot’s Knowledge Base and connected CRM records, providing context‑aware responses to product or support questions. Users can build conversation flows using a drag‑and‑drop interface and customize the chat widget’s appearance. HubSpot offers a range of pricing tiers, with the Starter plan at $45/month, the Professional plan at $115/month, and the Enterprise plan at $320/month, each adding more bots, higher message limits, and advanced automation features. The platform’s memory is session‑based, and it does not provide persistent memory for authenticated users. HubSpot’s strength lies in its tight integration with its marketing, sales, and service hubs, making it ideal for teams already invested in the HubSpot ecosystem.