# a chatbot for real estate agents

**A real-estate-agent chatbot is crowded on demos and frameworks, but the signals do not show a clear, differentiated product gap yet.**

Confidence: medium  ·  87 signals  ·  checked 2026-08-01

[Full report with live links](https://showsitsworks.com/idea/chatbot-for-real-estate-agents)

> **Little of this is specific to estate.** Under *What people actually say*, only 1 of 5 sourced findings mention estate at all. The rest describe the product category. A crowded section is evidence the category is crowded, not that anyone is serving estate.

## Who is already building this

*From data*

- hoangsonww/EstateWise-Chapel-Hill-Chatbot is an active open-source real-estate chatbot with 38 stars and a last push on 2026-07-20.
  - [hoangsonww/EstateWise-Chapel-Hill-Chatbot](https://github.com/hoangsonww/EstateWise-Chapel-Hill-Chatbot) `github` — 2025-04-16
- @openai/agents-realtime is a heavily used agent framework package with 5,535,045 monthly downloads, but it is a general framework, not a real-estate product.
  - [npm: @openai/agents-realtime](https://www.npmjs.com/package/@openai/agents-realtime) `registries` — 2026-08-01
- juancarlos285/chatbot is a small real-estate WhatsApp chatbot with 8 stars, but it was last pushed on 2024-09-13, so it looks stale.
  - [juancarlos285/chatbot](https://github.com/juancarlos285/chatbot) `github` — 2024-08-07
- Kaos599/PropertyLoop is an 8-star real-estate assistant, but its last push was 2025-04-11, so maintenance is unclear from the signal.
  - [Kaos599/PropertyLoop](https://github.com/Kaos599/PropertyLoop) `github` — 2025-04-10
- There are several tiny real-estate chatbot repos around the same idea, including Estate Agent Smart Advisor with 2 stars, Real Estate Pro with 2 stars, and multiple 1-star projects last updated in 2025.
  - [roperi/EstateAgentSmartAdvisor](https://github.com/roperi/EstateAgentSmartAdvisor) `github` — 2024-01-28
  - [Gianlu01k/RealEstatePro](https://github.com/Gianlu01k/RealEstatePro) `github` — 2025-10-10
  - [parmarjh/Real-Estate-Multi-Agent-Chatbot](https://github.com/parmarjh/Real-Estate-Multi-Agent-Chatbot) `github` — 2025-07-27
  - [parmarjh/Multi-Agent-Real-Estate-Chatbot](https://github.com/parmarjh/Multi-Agent-Real-Estate-Chatbot) `github` — 2025-07-27
  - [ShahzebMalik32/Real-Estate-GPT-Chatbot-](https://github.com/ShahzebMalik32/Real-Estate-GPT-Chatbot-) `github` — 2025-08-15
  - [yug-sinha/Multi-Agentic-Real-Estate-Chatbot](https://github.com/yug-sinha/Multi-Agentic-Real-Estate-Chatbot) `github` — 2025-04-12
  - [jpjayprasad-dev/prop-chat](https://github.com/jpjayprasad-dev/prop-chat) `github` — 2023-12-28
  - [jgale-stack/g2-compliance-chatbot](https://github.com/jgale-stack/g2-compliance-chatbot) `github` — 2025-08-01
  - [alexbritop24/real-estate-chatbot-MVP](https://github.com/alexbritop24/real-estate-chatbot-MVP) `github` — 2025-07-01

## What people actually say

*From data*

- "Real estate agents say they can’t imagine working without ChatGPT now" — HN discussion title, which signals adoption interest but not a specific product need.
  - [Real estate agents say they can’t imagine working without ChatGPT now](https://news.ycombinator.com/item?id=34579805) `hackernews` — 2023-01-30
  - [Real estate agents say they can’t imagine working without ChatGPT now](https://news.ycombinator.com/item?id=34558847) `hackernews` — 2023-01-28
- "Chatbots aren't for real work. Accountants don't want to chat; they want the ledger reconciled while they sleep." This is a strong warning from an HN founder that generic chat is not enough. *(not about estate)*
  - [Show HN: Agent framework that generates its own topology and evolves at runtime](https://news.ycombinator.com/item?id=46979781) `hackernews` — 2026-02-11
- "Generic AI is cool, but Vertical AI pays the bills." This HN comment argues for niche workflows over generic assistants. *(not about estate)*
  - [Agent Skills That Work](https://news.ycombinator.com/item?id=46627958) `hackernews` — 2026-01-15
- "Businesses don't need another chatbot—they need systems that can execute tasks reliably." This HN post is pushing the same point from an AI-employee angle. *(not about estate)*
  - [Oido Studio – Build AI employees that run your business](https://news.ycombinator.com/item?id=49010974) `hackernews` — 2026-07-22
- "I wanted to create my own chatbot, using openai API and Node but the result I get from the API are very different and not what I was expected." This shows frustration with building chatbot behavior from raw APIs. *(not about estate)*
  - [API responses are different from playground](https://community.openai.com/t/api-responses-are-different-from-playground/91240) `discourse` — 2023-03-09

## People asking to be sold to

*From data*

- "I would like to suggest a feature for ChatGPT: an integrated AI workspace/CRM for real estate agencies." This is a direct stated want for a real-estate workflow product.
  - [An integrated AI CRM and property management workspace for real estate agencies](https://community.openai.com/t/an-integrated-ai-crm-and-property-management-workspace-for-real-estate-agencies/1385547) `discourse` — 2026-07-02
- "I build high-performance automations, AI agents, chatbots, and voice systems that help companies cut manual work and scale fast." This is a service seller speaking to demand in real-estate-adjacent automation work.
  - [Seeking n8n Automation Builder for Ongoing Projects](https://community.n8n.io/t/seeking-n8n-automation-builder-for-ongoing-projects/225219/3) `discourse` — 2025-11-23
  - [Seeking n8n Automation Builder for Ongoing Projects](https://community.n8n.io/t/seeking-n8n-automation-builder-for-ongoing-projects/225217/6) `discourse` — 2025-11-23
- "The vertical focus (dental/legal/real estate) is the right call." This supports willingness to buy vertical-specific automation, not a generic bot.
  - [AI Inquiry Classifier + Auto CRM — webhook → Groq AI → Google Sheets (free APIs)](https://community.n8n.io/t/ai-inquiry-classifier-auto-crm-webhook-groq-ai-google-sheets-free-apis/290053/5) `discourse` — 2026-04-23

## Where the opening is

*Model estimate*

- The signals do not show a real-estate chatbot that is clearly tied to a full agency workflow like CRM, lead qualification, appointment setting, property search, and post-chat follow-up in one product.
  - [An integrated AI CRM and property management workspace for real estate agencies](https://community.openai.com/t/an-integrated-ai-crm-and-property-management-workspace-for-real-estate-agencies/1385547) `discourse` — 2026-07-02
  - [AI-Powered Real Estate Chatbot: Intelligent Lead Management & Appointment](https://community.n8n.io/t/ai-powered-real-estate-chatbot-intelligent-lead-management-appointment/228394) `discourse` — 2025-11-29
  - [parmarjh/Multi-Agent-Real-Estate-Chatbot](https://github.com/parmarjh/Multi-Agent-Real-Estate-Chatbot) `github` — 2025-07-27
  - [ShahzebMalik32/Real-Estate-GPT-Chatbot-](https://github.com/ShahzebMalik32/Real-Estate-GPT-Chatbot-) `github` — 2025-08-15
- Most existing projects are demos or narrow inquiry bots; they do not show evidence of production-grade reliability, integrations, or measurable agent productivity gains.
  - [juancarlos285/chatbot](https://github.com/juancarlos285/chatbot) `github` — 2024-08-07
  - [Kaos599/PropertyLoop](https://github.com/Kaos599/PropertyLoop) `github` — 2025-04-10
  - [divagr18/PolyHome](https://github.com/divagr18/PolyHome) `github` — 2025-03-05
  - [Gianlu01k/RealEstatePro](https://github.com/Gianlu01k/RealEstatePro) `github` — 2025-10-10
  - [parmarjh/Real-Estate-Multi-Agent-Chatbot](https://github.com/parmarjh/Real-Estate-Multi-Agent-Chatbot) `github` — 2025-07-27
  - [yug-sinha/Multi-Agentic-Real-Estate-Chatbot](https://github.com/yug-sinha/Multi-Agentic-Real-Estate-Chatbot) `github` — 2025-04-12
  - [jpjayprasad-dev/prop-chat](https://github.com/jpjayprasad-dev/prop-chat) `github` — 2023-12-28
  - [alexbritop24/real-estate-chatbot-MVP](https://github.com/alexbritop24/real-estate-chatbot-MVP) `github` — 2025-07-01
- The market signals point more toward task-executing agents and workflow automation than toward a plain chat window.
  - [Show HN: Agent framework that generates its own topology and evolves at runtime](https://news.ycombinator.com/item?id=46979781) `hackernews` — 2026-02-11
  - [Show HN: YourGPT Copilot SDK – Open-source toolkit for product-aware AI agents](https://news.ycombinator.com/item?id=46870742) `hackernews` — 2026-02-03
  - [Agent Skills That Work](https://news.ycombinator.com/item?id=46627958) `hackernews` — 2026-01-15
  - [Oido Studio – Build AI employees that run your business](https://news.ycombinator.com/item?id=49010974) `hackernews` — 2026-07-22

## How big the market might be

*Model estimate*

- This search found 2 named projects in the counted facts, with 1 active and 1 of unknown activity, plus several tiny repos and package-level building blocks.
  - [hoangsonww/EstateWise-Chapel-Hill-Chatbot](https://github.com/hoangsonww/EstateWise-Chapel-Hill-Chatbot) `github` — 2025-04-16
  - [juancarlos285/chatbot](https://github.com/juancarlos285/chatbot) `github` — 2024-08-07
  - [Kaos599/PropertyLoop](https://github.com/Kaos599/PropertyLoop) `github` — 2025-04-10
  - [roperi/EstateAgentSmartAdvisor](https://github.com/roperi/EstateAgentSmartAdvisor) `github` — 2024-01-28
  - [Gianlu01k/RealEstatePro](https://github.com/Gianlu01k/RealEstatePro) `github` — 2025-10-10
  - [parmarjh/Real-Estate-Multi-Agent-Chatbot](https://github.com/parmarjh/Real-Estate-Multi-Agent-Chatbot) `github` — 2025-07-27
  - [parmarjh/Multi-Agent-Real-Estate-Chatbot](https://github.com/parmarjh/Multi-Agent-Real-Estate-Chatbot) `github` — 2025-07-27
  - [ShahzebMalik32/Real-Estate-GPT-Chatbot-](https://github.com/ShahzebMalik32/Real-Estate-GPT-Chatbot-) `github` — 2025-08-15
  - [yug-sinha/Multi-Agentic-Real-Estate-Chatbot](https://github.com/yug-sinha/Multi-Agentic-Real-Estate-Chatbot) `github` — 2025-04-12
  - [jpjayprasad-dev/prop-chat](https://github.com/jpjayprasad-dev/prop-chat) `github` — 2023-12-28
  - [jgale-stack/g2-compliance-chatbot](https://github.com/jgale-stack/g2-compliance-chatbot) `github` — 2025-08-01
  - [alexbritop24/real-estate-chatbot-MVP](https://github.com/alexbritop24/real-estate-chatbot-MVP) `github` — 2025-07-01
- The largest monthly usage seen was 5,535,045 downloads for @openai/agents-realtime, which shows heavy use of the underlying agent stack.
  - [npm: @openai/agents-realtime](https://www.npmjs.com/package/@openai/agents-realtime) `registries` — 2026-08-01
- There were 11 first-hand complaints, 2 stated wants, and matching community threads in community.n8n.io and community.openai.com.
  - [Looking for n8n expertise](https://community.n8n.io/t/looking-for-n8n-expertise/263750/6) `discourse` — 2026-02-12
  - [Seeking User-Friendly AI Chatbot Solutions for Real Estate Customization and Cost-efficiency](https://community.openai.com/t/seeking-user-friendly-ai-chatbot-solutions-for-real-estate-customization-and-cost-efficiency/355549/4) `discourse` — 2023-09-07
  - [Building an AI chatbot that do specific proper recommendations of properties for real estate?](https://community.openai.com/t/building-an-ai-chatbot-that-do-specific-proper-recommendations-of-properties-for-real-estate/836508/2) `discourse` — 2024-06-24
  - [An integrated AI CRM and property management workspace for real estate agencies](https://community.openai.com/t/an-integrated-ai-crm-and-property-management-workspace-for-real-estate-agencies/1385547) `discourse` — 2026-07-02
  - [AI-Powered Real Estate Chatbot: Intelligent Lead Management & Appointment](https://community.n8n.io/t/ai-powered-real-estate-chatbot-intelligent-lead-management-appointment/228394) `discourse` — 2025-11-29
  - [Looking for a Technical Co‑Founder (n8n + Supabase Architecture) — Michigan / Toledo Area Preferred](https://community.n8n.io/t/looking-for-a-technical-co-founder-n8n-supabase-architecture-michigan-toledo-area-preferred/297719/5) `discourse` — 2026-06-01
  - [AI Inquiry Classifier + Auto CRM — webhook → Groq AI → Google Sheets (free APIs)](https://community.n8n.io/t/ai-inquiry-classifier-auto-crm-webhook-groq-ai-google-sheets-free-apis/290053/5) `discourse` — 2026-04-23
  - [Reframe - AI Agents on a non-code database platform](https://community.openai.com/t/reframe-ai-agents-on-a-non-code-database-platform/346734/3) `discourse` — 2023-08-01
  - [Seeking n8n Automation Builder for Ongoing Projects](https://community.n8n.io/t/seeking-n8n-automation-builder-for-ongoing-projects/225219/3) `discourse` — 2025-11-23
  - [Seeking n8n Automation Builder for Ongoing Projects](https://community.n8n.io/t/seeking-n8n-automation-builder-for-ongoing-projects/225217/6) `discourse` — 2025-11-23
  - [API responses are different from playground](https://community.openai.com/t/api-responses-are-different-from-playground/91240) `discourse` — 2023-03-09
  - [The Advice SaaS Startup Founders Would Give Their Younger Selves](https://news.ycombinator.com/item?id=37871524) `hackernews` — 2023-10-13
  - [Agent Skills That Work](https://news.ycombinator.com/item?id=46627958) `hackernews` — 2026-01-15
  - [Oido Studio – Build AI employees that run your business](https://news.ycombinator.com/item?id=49010974) `hackernews` — 2026-07-22
- The search surfaced 23 Hacker News discussions, which suggests active interest, but not a large body of product-specific demand.
  - [Real estate agents say they can’t imagine working without ChatGPT now](https://news.ycombinator.com/item?id=34579805) `hackernews` — 2023-01-30
  - [Are chatbots worth real estate agents risking their client relationships?](https://news.ycombinator.com/item?id=17724006) `hackernews` — 2018-08-09
  - [Show HN: I built an AI agent that helps me invest](https://news.ycombinator.com/item?id=44615449) `hackernews` — 2025-07-19
  - [Show HN: Agent framework that generates its own topology and evolves at runtime](https://news.ycombinator.com/item?id=46979781) `hackernews` — 2026-02-11
  - [Real estate agents say they can’t imagine working without ChatGPT now](https://news.ycombinator.com/item?id=34558847) `hackernews` — 2023-01-28
  - [Show HN: Alys – Chat GPT for video editing](https://news.ycombinator.com/item?id=47642985) `hackernews` — 2026-04-04
  - [AI assistance is only making coders dumb, lazy and prone to replacement](https://news.ycombinator.com/item?id=45679307) `hackernews` — 2025-10-23
  - [Idea Discussion: Can We Replace Needs of Static Websites with AI Profiles?](https://news.ycombinator.com/item?id=47791664) `hackernews` — 2026-04-16
  - [Show HN: Kora – An AI-native OS layer written in 370k lines of Rust](https://news.ycombinator.com/item?id=47531594) `hackernews` — 2026-03-26
  - [Show HN: From Chatbots to AI Agents: The Quiet Revolution](https://news.ycombinator.com/item?id=45258202) `hackernews` — 2025-09-16
  - [Show HN: YourGPT Copilot SDK – Open-source toolkit for product-aware AI agents](https://news.ycombinator.com/item?id=46870742) `hackernews` — 2026-02-03
  - [Show HN: I Built an Autonomous Marketing OS from a Small Town in India (Vect AI)](https://news.ycombinator.com/item?id=46287072) `hackernews` — 2025-12-16
  - [7(a) loans - Small Business Administration](https://www.sba.gov/loans/7a-loans) `tavily`
  - [Conversational AI Case Study: How a Simple Psychological Shift Drove 92% Completion Rates](https://dev.to/faraz_farhan_83ed23a154a2/conversational-ai-case-study-how-a-simple-psychological-shift-drove-92-completion-rates-2dok) `devto` — 2025-12-22
  - [dfb5865/ChatMagic](https://github.com/dfb5865/ChatMagic) `github` — 2016-03-07
  - [The Advice SaaS Startup Founders Would Give Their Younger Selves](https://news.ycombinator.com/item?id=37871524) `hackernews` — 2023-10-13
  - [Agent Skills That Work](https://news.ycombinator.com/item?id=46627958) `hackernews` — 2026-01-15
  - ["I just bought a 2024 Chevy Tahoe for $1"](https://news.ycombinator.com/item?id=38682918) `hackernews` — 2023-12-18
  - [Oido Studio – Build AI employees that run your business](https://news.ycombinator.com/item?id=49010974) `hackernews` — 2026-07-22
  - [Ask HN: Who wants to be hired? (December 2025)](https://news.ycombinator.com/item?id=46112617) `hackernews` — 2025-12-01

## What could go wrong

*Model estimate*

- This space looks easy to copy because many repos are tiny and built from the same stack: OpenAI Agents, LangChain, n8n, RAG, and WhatsApp.
  - [npm: @openai/agents-realtime](https://www.npmjs.com/package/@openai/agents-realtime) `registries` — 2026-08-01
  - [npm: n8n-nodes-kipps](https://www.npmjs.com/package/n8n-nodes-kipps) `registries` — 2026-06-29
  - [hoangsonww/EstateWise-Chapel-Hill-Chatbot](https://github.com/hoangsonww/EstateWise-Chapel-Hill-Chatbot) `github` — 2025-04-16
  - [juancarlos285/chatbot](https://github.com/juancarlos285/chatbot) `github` — 2024-08-07
  - [Kaos599/PropertyLoop](https://github.com/Kaos599/PropertyLoop) `github` — 2025-04-10
  - [findsaddam/AI-Real-Estate-Search-Agent](https://github.com/findsaddam/AI-Real-Estate-Search-Agent) `github` — 2025-02-22
  - [jvunder/whatsapp-real-estate-chatbot](https://github.com/jvunder/whatsapp-real-estate-chatbot) `github` — 2025-12-12
  - [divagr18/PolyHome](https://github.com/divagr18/PolyHome) `github` — 2025-03-05
  - [Gianlu01k/RealEstatePro](https://github.com/Gianlu01k/RealEstatePro) `github` — 2025-10-10
  - [parmarjh/Multi-Agent-Real-Estate-Chatbot](https://github.com/parmarjh/Multi-Agent-Real-Estate-Chatbot) `github` — 2025-07-27
  - [ShahzebMalik32/Real-Estate-GPT-Chatbot-](https://github.com/ShahzebMalik32/Real-Estate-GPT-Chatbot-) `github` — 2025-08-15
  - [yug-sinha/Multi-Agentic-Real-Estate-Chatbot](https://github.com/yug-sinha/Multi-Agentic-Real-Estate-Chatbot) `github` — 2025-04-12
- A generic chatbot for agents risks becoming a novelty feature unless it handles a specific workflow better than email, CRM, or the agent's current tools.
  - [Show HN: Agent framework that generates its own topology and evolves at runtime](https://news.ycombinator.com/item?id=46979781) `hackernews` — 2026-02-11
  - [Show HN: YourGPT Copilot SDK – Open-source toolkit for product-aware AI agents](https://news.ycombinator.com/item?id=46870742) `hackernews` — 2026-02-03
  - [Agent Skills That Work](https://news.ycombinator.com/item?id=46627958) `hackernews` — 2026-01-15
  - [Oido Studio – Build AI employees that run your business](https://news.ycombinator.com/item?id=49010974) `hackernews` — 2026-07-22
- The signals show interest in vertical AI, but not proof that real-estate agents will pay for another chat interface instead of a workflow tool.
  - [Real estate agents say they can’t imagine working without ChatGPT now](https://news.ycombinator.com/item?id=34579805) `hackernews` — 2023-01-30
  - [Building an AI chatbot that do specific proper recommendations of properties for real estate?](https://community.openai.com/t/building-an-ai-chatbot-that-do-specific-proper-recommendations-of-properties-for-real-estate/836508/2) `discourse` — 2024-06-24
  - [An integrated AI CRM and property management workspace for real estate agencies](https://community.openai.com/t/an-integrated-ai-crm-and-property-management-workspace-for-real-estate-agencies/1385547) `discourse` — 2026-07-02
  - [AI Inquiry Classifier + Auto CRM — webhook → Groq AI → Google Sheets (free APIs)](https://community.n8n.io/t/ai-inquiry-classifier-auto-crm-webhook-groq-ai-google-sheets-free-apis/290053/5) `discourse` — 2026-04-23
  - [Agent Skills That Work](https://news.ycombinator.com/item?id=46627958) `hackernews` — 2026-01-15
  - [Oido Studio – Build AI employees that run your business](https://news.ycombinator.com/item?id=49010974) `hackernews` — 2026-07-22

## What to do this week

*Model estimate*

- Start with one narrow job: inbound lead qualification and appointment booking for agents, because that is the clearest recurring pain hinted at in the signals.
  - [AI-Powered Real Estate Chatbot: Intelligent Lead Management & Appointment](https://community.n8n.io/t/ai-powered-real-estate-chatbot-intelligent-lead-management-appointment/228394) `discourse` — 2025-11-29
  - [parmarjh/Multi-Agent-Real-Estate-Chatbot](https://github.com/parmarjh/Multi-Agent-Real-Estate-Chatbot) `github` — 2025-07-27
  - [ShahzebMalik32/Real-Estate-GPT-Chatbot-](https://github.com/ShahzebMalik32/Real-Estate-GPT-Chatbot-) `github` — 2025-08-15
  - [jpjayprasad-dev/prop-chat](https://github.com/jpjayprasad-dev/prop-chat) `github` — 2023-12-28
- Build around agency workflow, not just chat: CRM handoff, lead scoring, showing-time scheduling, and property-specific follow-up.
  - [An integrated AI CRM and property management workspace for real estate agencies](https://community.openai.com/t/an-integrated-ai-crm-and-property-management-workspace-for-real-estate-agencies/1385547) `discourse` — 2026-07-02
  - [AI-Powered Real Estate Chatbot: Intelligent Lead Management & Appointment](https://community.n8n.io/t/ai-powered-real-estate-chatbot-intelligent-lead-management-appointment/228394) `discourse` — 2025-11-29
  - [Seeking n8n Automation Builder for Ongoing Projects](https://community.n8n.io/t/seeking-n8n-automation-builder-for-ongoing-projects/225219/3) `discourse` — 2025-11-23
  - [Seeking n8n Automation Builder for Ongoing Projects](https://community.n8n.io/t/seeking-n8n-automation-builder-for-ongoing-projects/225217/6) `discourse` — 2025-11-23
- Test against n8n and OpenAI-based setups first, since the community already has active real-estate automation discussion and the underlying agent stack is widely used.
  - [npm: @openai/agents-realtime](https://www.npmjs.com/package/@openai/agents-realtime) `registries` — 2026-08-01
  - [npm: n8n-nodes-kipps](https://www.npmjs.com/package/n8n-nodes-kipps) `registries` — 2026-06-29
  - [Looking for n8n expertise](https://community.n8n.io/t/looking-for-n8n-expertise/263750/6) `discourse` — 2026-02-12
  - [Looking for a Technical Co‑Founder (n8n + Supabase Architecture) — Michigan / Toledo Area Preferred](https://community.n8n.io/t/looking-for-a-technical-co-founder-n8n-supabase-architecture-michigan-toledo-area-preferred/297719/5) `discourse` — 2026-06-01
  - [AI Inquiry Classifier + Auto CRM — webhook → Groq AI → Google Sheets (free APIs)](https://community.n8n.io/t/ai-inquiry-classifier-auto-crm-webhook-groq-ai-google-sheets-free-apis/290053/5) `discourse` — 2026-04-23
  - [Seeking n8n Automation Builder for Ongoing Projects](https://community.n8n.io/t/seeking-n8n-automation-builder-for-ongoing-projects/225219/3) `discourse` — 2025-11-23
  - [Seeking n8n Automation Builder for Ongoing Projects](https://community.n8n.io/t/seeking-n8n-automation-builder-for-ongoing-projects/225217/6) `discourse` — 2025-11-23
- Validate willingness to pay by talking to agents who already use ChatGPT and by probing the people asking for integrated CRM/workspace features.
  - [Real estate agents say they can’t imagine working without ChatGPT now](https://news.ycombinator.com/item?id=34579805) `hackernews` — 2023-01-30
  - [An integrated AI CRM and property management workspace for real estate agencies](https://community.openai.com/t/an-integrated-ai-crm-and-property-management-workspace-for-real-estate-agencies/1385547) `discourse` — 2026-07-02

## Competitor strength

| Project | Stars | Downloads/mo | Activity |
|---|---:|---:|---|
| [hoangsonww/EstateWise-Chapel-Hill-Chatbot](https://github.com/hoangsonww/EstateWise-Chapel-Hill-Chatbot) | 38 | — | active |
| [npm: @openai/agents-realtime](https://www.npmjs.com/package/@openai/agents-realtime) | — | 5,535,045 | unknown |

## Domain names

- `realestate.com` — taken
- `realestate.io` — available
- `real.com` — taken
- `getreal.com` — taken

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Sources searched: hackernews (23), github (20), githubissues (none), discourse (11), intent (2), stackexchange (none), registries (14), tavily (7), devto (10)

Generated by Shows Its Work — https://showsitsworks.com/idea/chatbot-for-real-estate-agents
Findings link to their sources. Estimates are marked as estimates.