# a reporting tool for real estate agents

**There is a real reporting market here, but it is crowded with generic real-estate analytics and AI report generators, not a clear agent-first niche.**

Confidence: medium  ·  77 signals  ·  checked 2026-08-01

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

> **Little of this is specific to estate.** Under *What people actually say*, only 1 of 3 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*

- zubair-trabzada/ai-realestate-claude is a live open-source competitor with 137 stars, 57 forks, and a last push on 2026-04-29. It generates PDF reports for property comps, rental income, neighborhood, investment potential, and market conditions.
  - [zubair-trabzada/ai-realestate-claude](https://github.com/zubair-trabzada/ai-realestate-claude) `github` — 2026-04-29
- josephlimchs-sys/AI-real-estate-agent-assistant is an active SaaS-style repo, last pushed 2026-07-27, that automates listing descriptions, buyer match emails, and market reports for real estate agents.
  - [josephlimchs-sys/AI-real-estate-agent-assistant](https://github.com/josephlimchs-sys/AI-real-estate-agent-assistant) `github` — 2026-07-27
- jase6569/hawthorne-estate-agent-toolkit is another active repo, last pushed 2026-07-14, with feedback, scoring, commission, QR codes, and reporting tools for estate agents.
  - [jase6569/hawthorne-estate-agent-toolkit](https://github.com/jase6569/hawthorne-estate-agent-toolkit) `github` — 2026-07-14
- JacksonIsAwesome/lakeline-reports is active, last pushed 2026-04-14, and makes weekly real estate market reports for Minneapolis agents.
  - [JacksonIsAwesome/lakeline-reports](https://github.com/JacksonIsAwesome/lakeline-reports) `github` — 2026-04-14
- Sainttyga/Estate-Agents-Sales-Report is a direct reporting app for estate agents, but it looks stale: last push 2024-06-17 and no star count was given.
  - [Sainttyga/Estate-Agents-Sales-Report](https://github.com/Sainttyga/Estate-Agents-Sales-Report) `github` — 2024-06-16

## What people actually say

*From data*

- "The issue isn’t first generation. The issue is evolution of application state and schema over time." One HN commenter was talking about long-lived AI-native systems, which matters if your reporting tool needs to keep changing with broker workflows and data models. *(not about estate)*
  - [Ask HN: Rethinking SaaS architecture for AI-native systems](https://news.ycombinator.com/item?id=47355207) `hackernews` — 2026-03-12
- "Most current agents live in only one of those surfaces." Another HN builder was complaining that work spans browser, desktop, shell, files, and chat, which hints that real-estate reporting may need to pull from multiple tools, not one dashboard.
  - [Show HN: Understudy – Teach a desktop agent by demonstrating a task once](https://news.ycombinator.com/item?id=47353957) `hackernews` — 2026-03-12
- "When your agent breaks something, you get to grep through a wall of output" A builder of agent tracking tooling is describing the pain of debugging and auditing agent behavior, which is relevant if reports are assembled automatically. *(not about estate)*
  - [Show HN: Agd – a content-addressed DAG for tracking what AI agents do](https://news.ycombinator.com/item?id=47224560) `hackernews` — 2026-03-02

## People asking to be sold to

*From data*

- "we have a need for a marketing system on top of this" This is a broker-side need for an overlay system on existing inventory, not just a generic CRM.
  - [Ask HN: Does a “campaign manager” system like this exist?](https://news.ycombinator.com/item?id=13554644) `hackernews` — 2017-02-02
- "real estate teams often have property information spread across documents, messages, and different systems" That is a concrete stated need for consolidation before reporting can work well.
  - [Built an AI real estate assistant using n8n + RAG + Supabase](https://community.n8n.io/t/built-an-ai-real-estate-assistant-using-n8n-rag-supabase/304660) `discourse` — 2026-07-24
- "I think this is an amazing tool" The speaker is explicitly praising automated report support for new agents, which is a willingness-to-use signal.
  - [How RealReports and Doorify Are Transforming Real Estate with AI with James Rogers](https://www.youtube.com/watch?v=diRBsyz6KPc) `tavily`
- "clients today aren’t just looking for data. They’re looking for clarity, confidence" This is a buyer-side statement that reports need to be presentation-ready, not just data dumps.
  - [Smarter, More Customized Reporting Is Now the Standard](https://www.nar.realtor/news/commercial-insights/smarter-more-customized-reporting-is-now-the-standard) `tavily`
- "no more plugging numbers into Excel!" That is a direct willingness-to-switch signal from a real-estate reporting template vendor page.
  - [Real estate marketing report template | DashThis](https://dashthis.com/real-estate-marketing-report-template) `tavily`

## Where the opening is

*Model estimate*

- The signals do not show a tool that turns scattered agent data into recurring client-ready reports with source traceability across messages, documents, MLS, and ad platforms.
  - [Built an AI real estate assistant using n8n + RAG + Supabase](https://community.n8n.io/t/built-an-ai-real-estate-assistant-using-n8n-rag-supabase/304660) `discourse` — 2026-07-24
  - [AasmaKhalid229/Real-Estate-Ads-Intelligence](https://github.com/AasmaKhalid229/Real-Estate-Ads-Intelligence) `github` — 2026-03-04
  - [groupsmix/bayan-listing-vault](https://github.com/groupsmix/bayan-listing-vault) `github` — 2026-04-27
  - [How to Send Seller Reports on the Professional Dashboard](https://support.realtor.com/s/article/Home-Seller-Reports) `tavily`
- Existing projects mostly generate market reports or investment analysis; they do not show strong evidence of approval workflows, audit trails, or multi-client report scheduling for brokerages.
  - [zubair-trabzada/ai-realestate-claude](https://github.com/zubair-trabzada/ai-realestate-claude) `github` — 2026-04-29
  - [oelbourki/Real-Estate-AI-Deep-Agents](https://github.com/oelbourki/Real-Estate-AI-Deep-Agents) `github` — 2026-01-17
  - [JacksonIsAwesome/lakeline-reports](https://github.com/JacksonIsAwesome/lakeline-reports) `github` — 2026-04-14
  - [josephlimchs-sys/AI-real-estate-agent-assistant](https://github.com/josephlimchs-sys/AI-real-estate-agent-assistant) `github` — 2026-07-27
- There is no clear evidence of a reporting product focused on commission, performance, and client-facing summaries in one workflow for estate agents, despite some adjacent toolkit features.
  - [SsS-73/Real-Estate-Management-System](https://github.com/SsS-73/Real-Estate-Management-System) `github` — 2024-09-04
  - [jase6569/hawthorne-estate-agent-toolkit](https://github.com/jase6569/hawthorne-estate-agent-toolkit) `github` — 2026-07-14
  - [Sainttyga/Estate-Agents-Sales-Report](https://github.com/Sainttyga/Estate-Agents-Sales-Report) `github` — 2024-06-16

## How big the market might be

*Model estimate*

- This search surfaced 23 candidate projects and pages across GitHub, registries, HN, Dev.to, discourse, intent, and Tavily, but only 1 named project was clearly a live open-source competitor.
  - [zubair-trabzada/ai-realestate-claude](https://github.com/zubair-trabzada/ai-realestate-claude) `github` — 2026-04-29
  - [luticuzokz53/real_estate_leadbot_public](https://github.com/luticuzokz53/real_estate_leadbot_public) `github` — 2025-05-15
  - [oelbourki/Real-Estate-AI-Deep-Agents](https://github.com/oelbourki/Real-Estate-AI-Deep-Agents) `github` — 2026-01-17
  - [SsS-73/Real-Estate-Management-System](https://github.com/SsS-73/Real-Estate-Management-System) `github` — 2024-09-04
  - [sahilbishnoi26/Real-Estate-AI-Agents](https://github.com/sahilbishnoi26/Real-Estate-AI-Agents) `github` — 2025-01-22
  - [nirmalgupta/ai-real-estate-claude](https://github.com/nirmalgupta/ai-real-estate-claude) `github` — 2026-05-09
  - [AasmaKhalid229/Real-Estate-Ads-Intelligence](https://github.com/AasmaKhalid229/Real-Estate-Ads-Intelligence) `github` — 2026-03-04
  - [AlexenP/Bucharest-Real-Estate-Evaluation](https://github.com/AlexenP/Bucharest-Real-Estate-Evaluation) `github` — 2024-06-05
  - [Alazar54/Real-estate-web-project-](https://github.com/Alazar54/Real-estate-web-project-) `github` — 2026-05-21
  - [groupsmix/bayan-listing-vault](https://github.com/groupsmix/bayan-listing-vault) `github` — 2026-04-27
  - [LucyMoto/casa-agent_viewable](https://github.com/LucyMoto/casa-agent_viewable) `github` — 2026-03-10
  - [Sainttyga/Estate-Agents-Sales-Report](https://github.com/Sainttyga/Estate-Agents-Sales-Report) `github` — 2024-06-16
  - [jase6569/hawthorne-estate-agent-toolkit](https://github.com/jase6569/hawthorne-estate-agent-toolkit) `github` — 2026-07-14
  - [JacksonIsAwesome/lakeline-reports](https://github.com/JacksonIsAwesome/lakeline-reports) `github` — 2026-04-14
  - [josephlimchs-sys/AI-real-estate-agent-assistant](https://github.com/josephlimchs-sys/AI-real-estate-agent-assistant) `github` — 2026-07-27
  - [laurapall/Real-Estate-Agency-App](https://github.com/laurapall/Real-Estate-Agency-App) `github` — 2023-07-16
- The one clear competitor has 137 stars and is still maintained, while other direct-looking repos are tiny or stale.
  - [zubair-trabzada/ai-realestate-claude](https://github.com/zubair-trabzada/ai-realestate-claude) `github` — 2026-04-29
  - [Sainttyga/Estate-Agents-Sales-Report](https://github.com/Sainttyga/Estate-Agents-Sales-Report) `github` — 2024-06-16
  - [laurapall/Real-Estate-Agency-App](https://github.com/laurapall/Real-Estate-Agency-App) `github` — 2023-07-16
- There were 3 first-hand complaints and 5 stated wants, spread across 3 matching communities: community.home-assistant.io, community.n8n.io, and community.openai.com.
  - [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
  - [Built an AI real estate assistant using n8n + RAG + Supabase](https://community.n8n.io/t/built-an-ai-real-estate-assistant-using-n8n-rag-supabase/304660) `discourse` — 2026-07-24
  - [X10 automation?](https://community.home-assistant.io/t/x10-automation/209086/48) `discourse` — 2026-04-20
  - [What if Quality Journalism Isn't?](https://news.ycombinator.com/item?id=7898186) `intent` — 2014-06-16
  - [Essential C (2003) (pdf)](https://news.ycombinator.com/item?id=18793140) `intent` — 2018-12-31
  - [A reporter’s fight to expose Epstein’s crimes, and earn a living](https://news.ycombinator.com/item?id=27877404) `intent` — 2021-07-18
  - [Developers offered 80 percent cut of Windows Store app sales](https://news.ycombinator.com/item?id=3324699) `intent` — 2011-12-07
  - [White House Bars NYT, CNN, and Politico from Briefing](https://news.ycombinator.com/item?id=13727693) `intent` — 2017-02-24
- The largest adjacent usage signal in the data is @apollo/usage-reporting-protobuf with 13,347,262 downloads last month, but that is infrastructure usage, not demand for real-estate reporting software.
  - [npm: @apollo/usage-reporting-protobuf](https://www.npmjs.com/package/@apollo/usage-reporting-protobuf) `registries` — 2026-05-04
- Other relevant reporting or agent packages also show meaningful usage, including @openai/agents at 5,585,115 monthly downloads, @azure/ai-agents at 932,697, devexpress-reporting at 200,945, and @openai/agents-realtime at registry presence only.
  - [npm: @openai/agents](https://www.npmjs.com/package/@openai/agents) `registries` — 2026-08-01
  - [npm: @azure/ai-agents](https://www.npmjs.com/package/@azure/ai-agents) `registries` — 2025-07-31
  - [npm: devexpress-reporting](https://www.npmjs.com/package/devexpress-reporting) `registries` — 2026-06-18
  - [npm: @openai/agents-realtime](https://www.npmjs.com/package/@openai/agents-realtime) `registries` — 2026-08-01

## What could go wrong

*Model estimate*

- The space is crowded with broad AI-agent and reporting tooling, so a generic 'AI real-estate reporting' pitch will blend in fast.
  - [zubair-trabzada/ai-realestate-claude](https://github.com/zubair-trabzada/ai-realestate-claude) `github` — 2026-04-29
  - [oelbourki/Real-Estate-AI-Deep-Agents](https://github.com/oelbourki/Real-Estate-AI-Deep-Agents) `github` — 2026-01-17
  - [jase6569/hawthorne-estate-agent-toolkit](https://github.com/jase6569/hawthorne-estate-agent-toolkit) `github` — 2026-07-14
  - [JacksonIsAwesome/lakeline-reports](https://github.com/JacksonIsAwesome/lakeline-reports) `github` — 2026-04-14
  - [josephlimchs-sys/AI-real-estate-agent-assistant](https://github.com/josephlimchs-sys/AI-real-estate-agent-assistant) `github` — 2026-07-27
- A lot of the apparent demand is really for better data plumbing, not the final report surface, so integration work may dominate the product.
  - [Built an AI real estate assistant using n8n + RAG + Supabase](https://community.n8n.io/t/built-an-ai-real-estate-assistant-using-n8n-rag-supabase/304660) `discourse` — 2026-07-24
  - [AasmaKhalid229/Real-Estate-Ads-Intelligence](https://github.com/AasmaKhalid229/Real-Estate-Ads-Intelligence) `github` — 2026-03-04
  - [groupsmix/bayan-listing-vault](https://github.com/groupsmix/bayan-listing-vault) `github` — 2026-04-27
  - [How to Send Seller Reports on the Professional Dashboard](https://support.realtor.com/s/article/Home-Seller-Reports) `tavily`
- If the product touches agent performance or client claims, stale or low-trust report data could become a credibility problem quickly.
  - [Smarter, More Customized Reporting Is Now the Standard](https://www.nar.realtor/news/commercial-insights/smarter-more-customized-reporting-is-now-the-standard) `tavily`
  - [Australia must treat housing as a human right: Former State Supreme Court judge](https://news.ycombinator.com/item?id=41152352) `hackernews` — 2024-08-04
  - [A Little Money Laundering Can Have a Big Impact on Real Estate Prices (2019)](https://news.ycombinator.com/item?id=24936502) `hackernews` — 2020-10-29
- There is also platform risk: many related workflows are already being pushed into agent frameworks and low-code automation, which can copy a lightweight reporting workflow quickly.
  - [npm: @openai/agents](https://www.npmjs.com/package/@openai/agents) `registries` — 2026-08-01
  - [Show HN: Understudy – Teach a desktop agent by demonstrating a task once](https://news.ycombinator.com/item?id=47353957) `hackernews` — 2026-03-12
  - [Save 3 Hours with My n8n Automation Tutorial for SEO](https://dev.to/bharat_kalra_/save-3-hours-with-my-n8n-automation-tutorial-for-seo-pi0) `devto` — 2026-07-21

## What to do this week

*Model estimate*

- Start with one narrow job: weekly client-ready market reports for small broker teams, with inputs from MLS exports, notes, and ad spend.
  - [Real estate marketing report template | DashThis](https://dashthis.com/real-estate-marketing-report-template) `tavily`
  - [Smarter, More Customized Reporting Is Now the Standard](https://www.nar.realtor/news/commercial-insights/smarter-more-customized-reporting-is-now-the-standard) `tavily`
  - [How to Send Seller Reports on the Professional Dashboard](https://support.realtor.com/s/article/Home-Seller-Reports) `tavily`
- Make provenance visible on every metric so agents can trust and explain the report to clients.
  - [Built an AI real estate assistant using n8n + RAG + Supabase](https://community.n8n.io/t/built-an-ai-real-estate-assistant-using-n8n-rag-supabase/304660) `discourse` — 2026-07-24
  - [AasmaKhalid229/Real-Estate-Ads-Intelligence](https://github.com/AasmaKhalid229/Real-Estate-Ads-Intelligence) `github` — 2026-03-04
  - [How to Send Seller Reports on the Professional Dashboard](https://support.realtor.com/s/article/Home-Seller-Reports) `tavily`
- Test whether users want scheduled report delivery and not just one-off generation, since that is the clearest recurring workflow in the signals.
  - [Real estate marketing report template | DashThis](https://dashthis.com/real-estate-marketing-report-template) `tavily`
  - [How to Send Seller Reports on the Professional Dashboard](https://support.realtor.com/s/article/Home-Seller-Reports) `tavily`
  - [JacksonIsAwesome/lakeline-reports](https://github.com/JacksonIsAwesome/lakeline-reports) `github` — 2026-04-14
- Interview the authors of the three active-looking repos and the people posting in the three matching communities to see whether they need brokerage reporting, lead reporting, or market reports.
  - [Built an AI real estate assistant using n8n + RAG + Supabase](https://community.n8n.io/t/built-an-ai-real-estate-assistant-using-n8n-rag-supabase/304660) `discourse` — 2026-07-24
  - [X10 automation?](https://community.home-assistant.io/t/x10-automation/209086/48) `discourse` — 2026-04-20
  - [Ask HN: Who is hiring? (June 2025)](https://news.ycombinator.com/item?id=44228307) `hackernews` — 2025-06-09
  - [jase6569/hawthorne-estate-agent-toolkit](https://github.com/jase6569/hawthorne-estate-agent-toolkit) `github` — 2026-07-14
  - [JacksonIsAwesome/lakeline-reports](https://github.com/JacksonIsAwesome/lakeline-reports) `github` — 2026-04-14
  - [josephlimchs-sys/AI-real-estate-agent-assistant](https://github.com/josephlimchs-sys/AI-real-estate-agent-assistant) `github` — 2026-07-27

## Competitor strength

| Project | Stars | Downloads/mo | Activity |
|---|---:|---:|---|
| [zubair-trabzada/ai-realestate-claude](https://github.com/zubair-trabzada/ai-realestate-claude) | 137 | — | slow |

## Domain names

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

---

Sources searched: hackernews (16), github (20), githubissues (none), discourse (3), intent (5), stackexchange (none), registries (13), tavily (10), devto (10)

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