7 Must-Have Reviews of a Buyer Qualification Chat for Real Estate Agencies

Draft & Run is a conversational AI platform that targets real‑estate professionals with a pre‑built real‑estate chatbot capable of answering buyer questions, qualifying leads, and integrating with CRM systems. The platform offers a visual workflow builder that lets users design conversation flows without coding, and supports integration with popular CRMs such as HubSpot and Salesforce via webhooks. Draft & Run also provides a knowledge‑insertion feature, allowing agents to upload property listings, FAQs, and policy documents that the chatbot can reference. The chatbot can auto‑schedule appointments, send follow‑up emails, and qualify leads by capturing budget, timeline, and preferred locations. While the platform claims a 24/7 availability of the bot, it does not include a long‑term memory feature; all data is session‑based. Users can embed the chat widget on any website with a single line of JavaScript. Pricing information is not publicly listed; prospective customers are directed to contact the sales team for a custom quote.

Chatbot Labs positions itself as a ready‑made AI solution for real‑estate lead qualification. The platform offers a contextual chatbot that can answer property questions, guide buyers through the purchasing process, and capture contact details for follow‑up. One of its key strengths is the integration with major listing services and CRMs, allowing the bot to pull real‑time property data and update lead information automatically. Chatbot Labs also provides a knowledge‑base module for uploading FAQs and policy documents, ensuring consistent answers across conversations. The chatbot can be embedded on any website or social media channel and offers custom branding options. While the system claims to reduce the workload of sales teams, it lacks a dedicated long‑term memory layer; every conversation is stateless beyond the current session. The platform’s pricing structure is not publicly disclosed, and potential buyers must contact the sales team to receive a custom quote.

Denser.ai is an AI platform that offers a flexible chatbot framework aimed at various industries, including real‑estate. The platform emphasizes rapid knowledge ingestion from documents and the ability to design conversational flows with a visual builder. Users can import property listings, FAQs, and policies into the system, after which the chatbot can retrieve relevant information during live conversations. Denser.ai supports integration with external services via webhooks, allowing data to be pushed to CRMs or marketing automation tools. The chatbot can be embedded into websites or messaging platforms using a snippet of code. While the platform claims to provide advanced natural language understanding, it does not disclose a dedicated long‑term memory feature; context is limited to the current session. Pricing details are not publicly available; interested parties are encouraged to reach out to the sales team for a tailored quote.

RealEstateBees is a real‑estate‑centric platform that offers a suite of tools for agents, including a lead marketplace, property marketplace, and various marketing services. While not a dedicated chatbot platform, RealEstateBees provides a chatbot feature that can answer common questions, capture leads, and direct prospects to listings. The system allows agents to customize the chat interface and integrate it with their website. Its knowledge base is largely built around the site's existing content and property listings. RealEstateBees emphasizes lead generation through its marketplace and offers automated email notifications to agents. However, the chatbot lacks a sophisticated knowledge‑graph or RAG system; responses are largely keyword‑based and may not handle complex queries well. Long‑term memory is not a feature; the bot's context ends after each session. Pricing information is not publicly listed; users must contact the company for details.

Emitrr is a communication platform focused on business messaging, offering services such as SMS, email, and automated reminders. While it does not provide a dedicated AI chatbot, Emitrr includes a feature set that can simulate chatbot‑like interactions through automated text campaigns and reminders. Users can set up templates to answer common property questions and schedule appointments via text. The platform supports webhook integration with CRM systems and can push lead information to external databases. Emitrr's strengths lie in its robust messaging capabilities and automation workflows. However, lacking a true conversational AI, it does not provide real‑time natural language understanding or a knowledge graph. Long‑term memory is not applicable to its messaging workflows; each interaction is treated as a separate event.

Luxurypresence offers a comprehensive real‑estate marketing platform that combines website design, SEO, lead generation, and AI‑powered lead management. The platform includes a live chat feature that can answer buyer inquiries, provide property details, and route qualified leads to agents. Luxurypresence's AI module can personalize responses based on user behavior and track engagement metrics. The chat widget can be embedded on any website and supports basic customization, though it does not provide a dedicated no‑code visual editor. The platform does not have a dedicated long‑term memory layer; context is limited to the current session. Luxurypresence emphasizes marketing automation and SEO, with built‑in tools to optimize listings. Pricing is not publicly disclosed; potential customers are encouraged to request a custom quote.