# an AI assistant for real estate agents

**The market is crowded with tiny demos and a few real products, but the signals point to a general AI assistant/CRM market rather than a clear real-estate-agent-only wedge.**

Confidence: high  ·  106 signals  ·  checked 2026-08-01

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

## Who is already building this

*From data*

- Sidekick is positioned as an AI assistant for real estate agents that can pull MLS data, draft emails, write CMAs and listing descriptions, and schedule meetings.
  - [16 Indispensable AI Tools for Real Estate Agents](https://www.housingwire.com/articles/ai-tools-real-estate) `tavily`
- Gabbi is a purpose-built AI real estate assistant for lead generation, client engagement, and property marketing, and it is already being tested with a small group of agents.
  - [Sell More Homes | Gabbi.ai is a super intelligent Real Estate AI assistant](http://www.gabbi.ai) `tavily`
- HouseWhisper is an AI platform for real estate teams that promises personalized lead conversations, automatic routing to the right agent, and an AI teammate for day-to-day busywork.
  - [HouseWhisper | AI Platform for Real Estate Teams](https://www.housewhisper.ai) `tavily`
- realtor-copilot is a free AI assistant for real estate agents that writes listings, ranks buyer fit, and builds price bands, and it has three populated examples.
  - [NFTYoginis/realtor-copilot](https://github.com/NFTYoginis/realtor-copilot) `github` — 2026-05-06
- There are many small open-source competitors: PropertyLoop has 8 stars and was last pushed in 2025-04, real-estate-ai-assistant has 1 star and was last pushed in 2026-02, and real-estate-ai-framework has 1 star and was last pushed in 2026-05.
  - [Kaos599/PropertyLoop](https://github.com/Kaos599/PropertyLoop) `github` — 2025-04-10
  - [chancey/realestate-ai-assistant](https://github.com/chancey/realestate-ai-assistant) `github` — 2026-02-16
  - [puzzled-mushroom911/real-estate-ai-framework](https://github.com/puzzled-mushroom911/real-estate-ai-framework) `github` — 2026-03-26
- Earlier and smaller prototypes include Estate Agent Smart Advisor with 2 stars and last push in 2024-03, casa-bot with 2 stars and last push in 2024-01, and armando with 1 star and last push in 2022-07.
  - [roperi/EstateAgentSmartAdvisor](https://github.com/roperi/EstateAgentSmartAdvisor) `github` — 2024-01-28
  - [gptbuilds/casa-bot](https://github.com/gptbuilds/casa-bot) `github` — 2023-12-23
  - [assert-0/armando](https://github.com/assert-0/armando) `github` — 2022-07-05
  - [seven7-AI/casa-bot](https://github.com/seven7-AI/casa-bot) `github` — 2024-01-06

## What people actually say

*From data*

- "As an renter, landlord, and investor, there is an enormous volume of redundancy and ignorant questions asked by prospective renters and buyers." This HN poster is describing the repetitive question load a real-estate assistant could absorb.
  - [Ask HN: GPT Real Estate Agent](https://news.ycombinator.com/item?id=34923650) `hackernews` — 2023-02-24
- "Leads are coming in. Clients need follow-ups. Past buyers need check-ins. Referrals need nurturing. And somewhere in the middle of all that — you're supposed to be closing deals." This complaint frames the admin overload for agents.
  - [CRM for Real Estate Agents: How a Virtual Assistant Keeps Your Pipeline Organized and Your Deals Moving](https://github.com/marketingvirtualassistantt-arch/Latika/issues/12) `githubissues` — 2026-06-09
- "In Dubai's highly competitive market, real estate brokers lose hot leads because they can't reply to WhatsApp messages instantly 24/7." This is a direct first-hand problem statement from a builder in the n8n community.
  - [Built an AI Real Estate Agent for Dubai Brokers (WhatsApp + n8n + OpenAI)](https://community.n8n.io/t/built-an-ai-real-estate-agent-for-dubai-brokers-whatsapp-n8n-openai/298424) `discourse` — 2026-06-05
- "I would like to suggest a feature for ChatGPT: an integrated AI workspace/CRM for real estate agencies." This is a concrete request for an all-in-one workflow inside ChatGPT.
  - [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
- "My poor kids shouldn't have to wander around in the dark if my hass container craps the bed while I'm out of the house." This is not about real estate agents, but it does show buyers care about assistant reliability and fallback behavior.
  - [The unbearable fussiness of the smart home](https://news.ycombinator.com/item?id=29335078) `intent` — 2021-11-24

## 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." That is a stated desire for a product, not just a complaint.
  - [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
- "Interested this is exactly what I build and maintain." This Discourse reply shows someone actively selling production AI automation work in adjacent real-estate workflows.
  - [(HIRING) N8N AI Automation Developer (Remote)](https://community.n8n.io/t/hiring-n8n-ai-automation-developer-remote/298577/28) `discourse` — 2026-07-01
- "If you're a busy agent considering hiring an admin assistant, Gabbi is right for you." That copy is an explicit buying trigger aimed at agents looking to replace or augment admin help.
  - [Sell More Homes | Gabbi.ai is a super intelligent Real Estate AI assistant](http://www.gabbi.ai) `tavily`

## Where the opening is

*Model estimate*

- The signals do not show a product that is clearly built around a real agent's daily loop: inbox triage, lead qualification, MLS/Q&A, follow-up reminders, showing scheduling, and CRM updates in one place.
  - [Ask HN: GPT Real Estate Agent](https://news.ycombinator.com/item?id=34923650) `hackernews` — 2023-02-24
  - [CRM for Real Estate Agents: How a Virtual Assistant Keeps Your Pipeline Organized and Your Deals Moving](https://github.com/marketingvirtualassistantt-arch/Latika/issues/12) `githubissues` — 2026-06-09
  - [16 Indispensable AI Tools for Real Estate Agents](https://www.housingwire.com/articles/ai-tools-real-estate) `tavily`
  - [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
  - [Sell More Homes | Gabbi.ai is a super intelligent Real Estate AI assistant](http://www.gabbi.ai) `tavily`
  - [HouseWhisper | AI Platform for Real Estate Teams](https://www.housewhisper.ai) `tavily`
- Most visible tools are either generic AI assistants, lead-gen bots, or marketing copilots; none stand out as a deeply adopted system of record for agents.
  - [Kaos599/PropertyLoop](https://github.com/Kaos599/PropertyLoop) `github` — 2025-04-10
  - [NFTYoginis/realtor-copilot](https://github.com/NFTYoginis/realtor-copilot) `github` — 2026-05-06
  - [Sell More Homes | Gabbi.ai is a super intelligent Real Estate AI assistant](http://www.gabbi.ai) `tavily`
  - [chancey/realestate-ai-assistant](https://github.com/chancey/realestate-ai-assistant) `github` — 2026-02-16
  - [azerchniti/real-estate-ai-assistant](https://github.com/azerchniti/real-estate-ai-assistant) `github` — 2025-03-26
  - [puzzled-mushroom911/real-estate-ai-framework](https://github.com/puzzled-mushroom911/real-estate-ai-framework) `github` — 2026-03-26
  - [HouseWhisper | AI Platform for Real Estate Teams](https://www.housewhisper.ai) `tavily`
- The open-source projects are mostly tiny and recent, which suggests experimentation more than a settled product category.
  - [roperi/EstateAgentSmartAdvisor](https://github.com/roperi/EstateAgentSmartAdvisor) `github` — 2024-01-28
  - [gptbuilds/casa-bot](https://github.com/gptbuilds/casa-bot) `github` — 2023-12-23
  - [vijayshreepathak/Real-Estate-Multi-AI-Agent](https://github.com/vijayshreepathak/Real-Estate-Multi-AI-Agent) `github` — 2025-04-19
  - [NFTYoginis/realtor-copilot](https://github.com/NFTYoginis/realtor-copilot) `github` — 2026-05-06
  - [assert-0/armando](https://github.com/assert-0/armando) `github` — 2022-07-05
  - [seven7-AI/casa-bot](https://github.com/seven7-AI/casa-bot) `github` — 2024-01-06
  - [chancey/realestate-ai-assistant](https://github.com/chancey/realestate-ai-assistant) `github` — 2026-02-16
  - [azerchniti/real-estate-ai-assistant](https://github.com/azerchniti/real-estate-ai-assistant) `github` — 2025-03-26
  - [puzzled-mushroom911/real-estate-ai-framework](https://github.com/puzzled-mushroom911/real-estate-ai-framework) `github` — 2026-03-26
  - [Ayanstringer2002/AI-Real-Estate-Agentic](https://github.com/Ayanstringer2002/AI-Real-Estate-Agentic) `github` — 2025-12-18

## How big the market might be

*Model estimate*

- This search found 23 live-looking projects and products across GitHub, npm, Docker, and web pages, but many are small demos or repos with 1-13 stars.
  - [npm: @assistant-ui/react](https://www.npmjs.com/package/@assistant-ui/react) `registries` — 2026-07-29
  - [npm: assistant-cloud](https://www.npmjs.com/package/assistant-cloud) `registries` — 2026-07-28
  - [npm: assistant-stream](https://www.npmjs.com/package/assistant-stream) `registries` — 2026-07-30
  - [wiss84/robots-ai](https://github.com/wiss84/robots-ai) `github` — 2025-07-11
  - [npm: @assistant-ui/store](https://www.npmjs.com/package/@assistant-ui/store) `registries` — 2026-07-30
  - [npm: @assistant-ui/core](https://www.npmjs.com/package/@assistant-ui/core) `registries` — 2026-07-30
  - [Kaos599/PropertyLoop](https://github.com/Kaos599/PropertyLoop) `github` — 2025-04-10
  - [roperi/EstateAgentSmartAdvisor](https://github.com/roperi/EstateAgentSmartAdvisor) `github` — 2024-01-28
  - [gptbuilds/casa-bot](https://github.com/gptbuilds/casa-bot) `github` — 2023-12-23
  - [vijayshreepathak/Real-Estate-Multi-AI-Agent](https://github.com/vijayshreepathak/Real-Estate-Multi-AI-Agent) `github` — 2025-04-19
  - [Modern-Messiah/Autonomous-Personal-Assistant-AI-Agent-](https://github.com/Modern-Messiah/Autonomous-Personal-Assistant-AI-Agent-) `github` — 2025-12-29
  - [npm: reel-estate-mcp](https://www.npmjs.com/package/reel-estate-mcp) `registries` — 2026-07-03
  - [NFTYoginis/realtor-copilot](https://github.com/NFTYoginis/realtor-copilot) `github` — 2026-05-06
  - [assert-0/armando](https://github.com/assert-0/armando) `github` — 2022-07-05
  - [seven7-AI/casa-bot](https://github.com/seven7-AI/casa-bot) `github` — 2024-01-06
  - [chancey/realestate-ai-assistant](https://github.com/chancey/realestate-ai-assistant) `github` — 2026-02-16
  - [azerchniti/real-estate-ai-assistant](https://github.com/azerchniti/real-estate-ai-assistant) `github` — 2025-03-26
  - [docker: docker/agents_gateway](https://hub.docker.com/r/docker/agents_gateway) `registries`
  - [puzzled-mushroom911/real-estate-ai-framework](https://github.com/puzzled-mushroom911/real-estate-ai-framework) `github` — 2026-03-26
  - [Ayanstringer2002/AI-Real-Estate-Agentic](https://github.com/Ayanstringer2002/AI-Real-Estate-Agentic) `github` — 2025-12-18
  - [ni-create-yaohui/Intelligent-Bidding-Assistant-for-the-Real-Estate-Industry](https://github.com/ni-create-yaohui/Intelligent-Bidding-Assistant-for-the-Real-Estate-Industry) `github` — 2026-03-24
  - [PedroMiyasaki/imovel-match](https://github.com/PedroMiyasaki/imovel-match) `github` — 2024-11-01
  - [yosiwizman/LegalMind-TrustGPT](https://github.com/yosiwizman/LegalMind-TrustGPT) `github` — 2025-10-08
- The largest usage signal is not a real-estate product at all: assistant-ui packages pull 5.1M-6.4M downloads per month, which shows broad demand for building AI assistants, not specifically for real-estate agents.
  - [npm: @assistant-ui/react](https://www.npmjs.com/package/@assistant-ui/react) `registries` — 2026-07-29
  - [npm: assistant-cloud](https://www.npmjs.com/package/assistant-cloud) `registries` — 2026-07-28
  - [npm: assistant-stream](https://www.npmjs.com/package/assistant-stream) `registries` — 2026-07-30
  - [npm: @assistant-ui/store](https://www.npmjs.com/package/@assistant-ui/store) `registries` — 2026-07-30
  - [npm: @assistant-ui/core](https://www.npmjs.com/package/@assistant-ui/core) `registries` — 2026-07-30
- There were 18 first-hand complaints, 3 stated wants, and matching community threads in community.home-assistant.io, community.n8n.io, and community.openai.com.
  - [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
  - [(HIRING) N8N AI Automation Developer (Remote)](https://community.n8n.io/t/hiring-n8n-ai-automation-developer-remote/298577/28) `discourse` — 2026-07-01
  - [Built an AI Real Estate Agent for Dubai Brokers (WhatsApp + n8n + OpenAI)](https://community.n8n.io/t/built-an-ai-real-estate-agent-for-dubai-brokers-whatsapp-n8n-openai/298424) `discourse` — 2026-06-05
- Among the real-estate-specific web pages, the most concrete pricing signal says the 2026 market ranges from $20/month for a generic AI subscription through $69-$1,000/user or team/month for CRM-native AI, to $219-$599/month flat for orchestrators.
  - [AI Assistant for Real Estate Agents: A 2026 Buyer's Guide | Bounti.ai Blog](https://bounti.ai/blog/ai/ai-assistant-for-real-estate-agents) `tavily`

## What could go wrong

*Model estimate*

- This category is easy to copy because the visible competitors are mostly simple wrappers around common LLM, CRM, and messaging workflows.
  - [16 Indispensable AI Tools for Real Estate Agents](https://www.housingwire.com/articles/ai-tools-real-estate) `tavily`
  - [AngelAi: Ai Assistant for Real Estate Agents](https://www.angelai.com/realtyai) `tavily`
  - [NFTYoginis/realtor-copilot](https://github.com/NFTYoginis/realtor-copilot) `github` — 2026-05-06
  - [Sell More Homes | Gabbi.ai is a super intelligent Real Estate AI assistant](http://www.gabbi.ai) `tavily`
  - [HouseWhisper | AI Platform for Real Estate Teams](https://www.housewhisper.ai) `tavily`
- A lot of the buyer pain is operational rather than magical, so the product may become a services-heavy automation project instead of software.
  - [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
  - [CONTRATAÇÃO) Especialista em n8n + Dify para Agente de IA Imobiliário](https://community.n8n.io/t/contratacao-especialista-em-n8n-dify-para-agente-de-ia-imobiliario/288532/7) `discourse` — 2026-04-21
  - [(HIRING) N8N AI Automation Developer (Remote)](https://community.n8n.io/t/hiring-n8n-ai-automation-developer-remote/298577/28) `discourse` — 2026-07-01
  - [Built an AI Real Estate Agent for Dubai Brokers (WhatsApp + n8n + OpenAI)](https://community.n8n.io/t/built-an-ai-real-estate-agent-for-dubai-brokers-whatsapp-n8n-openai/298424) `discourse` — 2026-06-05
- If the assistant cannot reliably connect to MLS, email, WhatsApp, calendars, and the CRM, it will not matter how good the chat is.
  - [Ask HN: GPT Real Estate Agent](https://news.ycombinator.com/item?id=34923650) `hackernews` — 2023-02-24
  - [16 Indispensable AI Tools for Real Estate Agents](https://www.housingwire.com/articles/ai-tools-real-estate) `tavily`
  - [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
  - [Sell More Homes | Gabbi.ai is a super intelligent Real Estate AI assistant](http://www.gabbi.ai) `tavily`
  - [HouseWhisper | AI Platform for Real Estate Teams](https://www.housewhisper.ai) `tavily`
  - [Built an AI Real Estate Agent for Dubai Brokers (WhatsApp + n8n + OpenAI)](https://community.n8n.io/t/built-an-ai-real-estate-agent-for-dubai-brokers-whatsapp-n8n-openai/298424) `discourse` — 2026-06-05
- The market may split by geography and brokerage workflow, which makes one generic assistant harder to sell.
  - [Kaos599/PropertyLoop](https://github.com/Kaos599/PropertyLoop) `github` — 2025-04-10
  - [16 Indispensable AI Tools for Real Estate Agents](https://www.housingwire.com/articles/ai-tools-real-estate) `tavily`
  - [AngelAi: Ai Assistant for Real Estate Agents](https://www.angelai.com/realtyai) `tavily`
  - [Sell More Homes | Gabbi.ai is a super intelligent Real Estate AI assistant](http://www.gabbi.ai) `tavily`
  - [AI Assistant for Real Estate Agents: A 2026 Buyer's Guide | Bounti.ai Blog](https://bounti.ai/blog/ai/ai-assistant-for-real-estate-agents) `tavily`
  - [HouseWhisper | AI Platform for Real Estate Teams](https://www.housewhisper.ai) `tavily`
  - [Built an AI Real Estate Agent for Dubai Brokers (WhatsApp + n8n + OpenAI)](https://community.n8n.io/t/built-an-ai-real-estate-agent-for-dubai-brokers-whatsapp-n8n-openai/298424) `discourse` — 2026-06-05

## What to do this week

*Model estimate*

- Build for one narrow workflow first: lead response plus follow-up scheduling for agents who live in WhatsApp or email, because that pain appears repeatedly in the signals.
  - [CRM for Real Estate Agents: How a Virtual Assistant Keeps Your Pipeline Organized and Your Deals Moving](https://github.com/marketingvirtualassistantt-arch/Latika/issues/12) `githubissues` — 2026-06-09
  - [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
  - [Sell More Homes | Gabbi.ai is a super intelligent Real Estate AI assistant](http://www.gabbi.ai) `tavily`
  - [Built an AI Real Estate Agent for Dubai Brokers (WhatsApp + n8n + OpenAI)](https://community.n8n.io/t/built-an-ai-real-estate-agent-for-dubai-brokers-whatsapp-n8n-openai/298424) `discourse` — 2026-06-05
- Do not start with a generic chatbot; start with CRM actions, inbox triage, and calendar booking, then add property Q&A only if it drives conversions.
  - [Ask HN: GPT Real Estate Agent](https://news.ycombinator.com/item?id=34923650) `hackernews` — 2023-02-24
  - [CRM for Real Estate Agents: How a Virtual Assistant Keeps Your Pipeline Organized and Your Deals Moving](https://github.com/marketingvirtualassistantt-arch/Latika/issues/12) `githubissues` — 2026-06-09
  - [16 Indispensable AI Tools for Real Estate Agents](https://www.housingwire.com/articles/ai-tools-real-estate) `tavily`
  - [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
  - [Sell More Homes | Gabbi.ai is a super intelligent Real Estate AI assistant](http://www.gabbi.ai) `tavily`
  - [HouseWhisper | AI Platform for Real Estate Teams](https://www.housewhisper.ai) `tavily`
- Interview agents who already pay for admin help or automation, since the strongest willingness-to-pay language is around replacing busywork and missed leads.
  - [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
  - [Sell More Homes | Gabbi.ai is a super intelligent Real Estate AI assistant](http://www.gabbi.ai) `tavily`
  - [(HIRING) N8N AI Automation Developer (Remote)](https://community.n8n.io/t/hiring-n8n-ai-automation-developer-remote/298577/28) `discourse` — 2026-07-01
  - [Built an AI Real Estate Agent for Dubai Brokers (WhatsApp + n8n + OpenAI)](https://community.n8n.io/t/built-an-ai-real-estate-agent-for-dubai-brokers-whatsapp-n8n-openai/298424) `discourse` — 2026-06-05
- Prototype against one brokerage stack and one channel, because the current market evidence is fragmented and full of small point solutions.
  - [Kaos599/PropertyLoop](https://github.com/Kaos599/PropertyLoop) `github` — 2025-04-10
  - [roperi/EstateAgentSmartAdvisor](https://github.com/roperi/EstateAgentSmartAdvisor) `github` — 2024-01-28
  - [gptbuilds/casa-bot](https://github.com/gptbuilds/casa-bot) `github` — 2023-12-23
  - [NFTYoginis/realtor-copilot](https://github.com/NFTYoginis/realtor-copilot) `github` — 2026-05-06
  - [chancey/realestate-ai-assistant](https://github.com/chancey/realestate-ai-assistant) `github` — 2026-02-16
  - [azerchniti/real-estate-ai-assistant](https://github.com/azerchniti/real-estate-ai-assistant) `github` — 2025-03-26
  - [puzzled-mushroom911/real-estate-ai-framework](https://github.com/puzzled-mushroom911/real-estate-ai-framework) `github` — 2026-03-26

## Domain names

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

---

Sources searched: hackernews (30), github (20), githubissues (2), discourse (16), intent (3), stackexchange (none), registries (16), tavily (9), devto (10)

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