# an analytics dashboard for real estate agents

**There is demand for real estate dashboards, but the market is crowded with generic BI examples and not much proof of a dedicated agent-focused product gap.**

Confidence: medium  ·  72 signals  ·  checked 2026-08-01

[Full report with live links](https://showsitsworks.com/idea/an-analytics-dashboard-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*

- virajbhutada/InsightForge is a 171-star repository, but it looks stale with last push on 2024-10-30; it includes real estate dynamics among many dashboard examples.
  - [virajbhutada/InsightForge](https://github.com/virajbhutada/InsightForge) `github` — 2023-11-12
- mohamedheta/Real-Estate-Analytics-Dashboard has 2 stars and was last pushed on 2025-11-28; it claims to analyze real estate performance, agent efficiency, customer engagement, and property trends.
  - [mohamedheta/Real-Estate-Analytics-Dashboard](https://github.com/mohamedheta/Real-Estate-Analytics-Dashboard) `github` — 2025-11-28
- Piyu2004-hero/Real-Estate-Analytics-Dashboard has 1 star and last push 2026-07-18; it is an interactive Power BI dashboard analyzing 10,000+ real estate listings.
  - [Piyu2004-hero/Real-Estate-Analytics-Dashboard](https://github.com/Piyu2004-hero/Real-Estate-Analytics-Dashboard) `github` — 2026-07-07
- NK-daCoder/LuxeSpaces-Real-Estate-Dashboard has 1 star and last push 2025-07-30; it is a web dashboard for property listings, analytics, leads, team operations, and sales in one unified dashboard.
  - [NK-daCoder/LuxeSpaces-Real-Estate-Dashboard](https://github.com/NK-daCoder/LuxeSpaces-Real-Estate-Dashboard) `github` — 2025-07-09
- The package side is dominated by generic analytics tools: @vercel/analytics has 18,577,347 monthly downloads, @kong-ui-public/dashboard-renderer has 150,647, and survey-analytics has 101,288.
  - [npm: @vercel/analytics](https://www.npmjs.com/package/@vercel/analytics) `registries` — 2026-03-12
  - [npm: survey-analytics](https://www.npmjs.com/package/survey-analytics) `registries` — 2026-07-28
  - [npm: @kong-ui-public/dashboard-renderer](https://www.npmjs.com/package/@kong-ui-public/dashboard-renderer) `registries` — 2026-07-31

## What people actually say

*From data*

- "Hey HN! We're Vivek, Sreejith and Arpit, and we're building MinusX" — they position an AI sidechat that operates inside analytics apps, which suggests people want help working with dashboards, not just prettier charts. *(not about estate)*
  - [Launch HN: MinusX (YC S24) – AI assistant for data tools like Jupyter/Metabase](https://news.ycombinator.com/item?id=41301448) `hackernews` — 2024-08-20
- "I’m looking for a tool like this." — a founder on HN said they used Mixpanel but dropped it after free startup pricing expired because it would be "$x,000 per month." *(not about estate)*
  - [Show HN: Openpanel – An open-source alternative to Mixpanel](https://news.ycombinator.com/item?id=40439785) `intent` — 2024-05-22
- "honestly I would pay for such a service if it comes with a nice little dashboard and some decent stats" — this is a direct willingness-to-pay statement for dashboard-style analytics. *(not about estate)*
  - [Visitor.js](https://news.ycombinator.com/item?id=3433492) `intent` — 2012-01-06
- "The problem isn't the model's memory, it's that there's no persistent project context between sessions." — not about real estate, but it shows a common complaint pattern: dashboards and tools lose context across sessions.
  - [Show HN: I solved Claude Code's context drift with persistent Markdown files](https://news.ycombinator.com/item?id=47402125) `hackernews` — 2026-03-16
- "We have access to so much data today – Stripe, GA, CRM, ad platforms, etc. We pull it into dashboards, slice and dice it, and spend hours trying to connect the dots" — this is a first-person complaint about dashboard work turning into manual analysis. *(not about estate)*
  - [The potential of AI/agents to automate SaaS growth](https://news.ycombinator.com/item?id=43860453) `hackernews` — 2025-05-01

## People asking to be sold to

*From data*

- "I’m looking for a tool like this."
  - [Show HN: Openpanel – An open-source alternative to Mixpanel](https://news.ycombinator.com/item?id=40439785) `intent` — 2024-05-22
- "honestly I would pay for such a service if it comes with a nice little dashboard and some decent stats"
  - [Visitor.js](https://news.ycombinator.com/item?id=3433492) `intent` — 2012-01-06
- "Features I would pay for: Personal analytics dashboard"
  - [Free vs. paid: Would Twitter be better if you paid for it?](https://news.ycombinator.com/item?id=4279161) `intent` — 2012-07-23
- Sierra Interactive’s example says a broker uses an analytics dashboard to compare paid Facebook campaigns against Google Ads, then reallocate budget based on conversion rate and close rate.
  - [Real Estate Analytics Software | Sierra Interactive](https://www.sierrainteractive.com/glossary-term/real-estate-analytics-software) `tavily`
- The n8n community thread describes an AI-powered real estate chatbot for lead management and appointment scheduling, which is close to a paid workflow tool around agent operations.
  - [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

## Where the opening is

*Model estimate*

- The data does not show a clear agent-specific gap in analytics. Most visible projects are generic Power BI or Streamlit dashboards, not a product built around real estate agent KPIs, lead source attribution, call follow-up, appointment set rate, and close rate in one workflow.
  - [mohamedheta/Real-Estate-Analytics-Dashboard](https://github.com/mohamedheta/Real-Estate-Analytics-Dashboard) `github` — 2025-11-28
  - [Piyu2004-hero/Real-Estate-Analytics-Dashboard](https://github.com/Piyu2004-hero/Real-Estate-Analytics-Dashboard) `github` — 2026-07-07
  - [NK-daCoder/LuxeSpaces-Real-Estate-Dashboard](https://github.com/NK-daCoder/LuxeSpaces-Real-Estate-Dashboard) `github` — 2025-07-09
  - [Ayushyash24/Smart-Property-Analytics-Visualization](https://github.com/Ayushyash24/Smart-Property-Analytics-Visualization) `github` — 2026-04-26
  - [Real Estate Analytics: A Complete Power BI Dashboard](https://www.youtube.com/watch?v=ly4CneRmLf4) `tavily`
  - [15 Power BI Real Estate Dashboard Examples](https://www.linkedin.com/pulse/15-power-bi-real-estate-dashboard-examples-zoomcharts-edg5f) `tavily`
- The strongest niche angle in the signals is not 'more charts'; it is tying lead management, campaign ROI, and agent performance into one dashboard that can drive coaching and budget decisions.
  - [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
  - [Real Estate Analytics Software | Sierra Interactive](https://www.sierrainteractive.com/glossary-term/real-estate-analytics-software) `tavily`
  - [Real Estate Analytics: A Complete Power BI Dashboard](https://www.youtube.com/watch?v=ly4CneRmLf4) `tavily`
- No signal shows a dedicated, maintained incumbent with strong adoption in this exact niche.
  - [virajbhutada/InsightForge](https://github.com/virajbhutada/InsightForge) `github` — 2023-11-12
  - [mohamedheta/Real-Estate-Analytics-Dashboard](https://github.com/mohamedheta/Real-Estate-Analytics-Dashboard) `github` — 2025-11-28
  - [Piyu2004-hero/Real-Estate-Analytics-Dashboard](https://github.com/Piyu2004-hero/Real-Estate-Analytics-Dashboard) `github` — 2026-07-07
  - [NK-daCoder/LuxeSpaces-Real-Estate-Dashboard](https://github.com/NK-daCoder/LuxeSpaces-Real-Estate-Dashboard) `github` — 2025-07-09

## How big the market might be

*Model estimate*

- This search found 4 named projects, with 1 dead and 3 of unknown activity, plus 3 package-level analytics tools and 1 big real-time analytics package at 18,577,347 monthly downloads.
  - [virajbhutada/InsightForge](https://github.com/virajbhutada/InsightForge) `github` — 2023-11-12
  - [npm: survey-analytics](https://www.npmjs.com/package/survey-analytics) `registries` — 2026-07-28
  - [npm: @kong-ui-public/dashboard-renderer](https://www.npmjs.com/package/@kong-ui-public/dashboard-renderer) `registries` — 2026-07-31
  - [npm: @vercel/analytics](https://www.npmjs.com/package/@vercel/analytics) `registries` — 2026-03-12
- There were 5 stated wants and 2 first-hand complaints, but 0 unsolved Stack Exchange questions in the results.
  - [Free vs. paid: Would Twitter be better if you paid for it?](https://news.ycombinator.com/item?id=4279161) `intent` — 2012-07-23
  - [Show HN: Openpanel – An open-source alternative to Mixpanel](https://news.ycombinator.com/item?id=40439785) `intent` — 2024-05-22
  - [Visitor.js](https://news.ycombinator.com/item?id=3433492) `intent` — 2012-01-06
  - [The potential of AI/agents to automate SaaS growth](https://news.ycombinator.com/item?id=43860453) `hackernews` — 2025-05-01
  - [Show HN: I solved Claude Code's context drift with persistent Markdown files](https://news.ycombinator.com/item?id=47402125) `hackernews` — 2026-03-16
  - [Dashboard Real Estate Data Analytics](https://github.com/AmaroRegly/Real_estate_data_analytics/issues/1) `githubissues` — 2024-02-09
  - [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
- Only one matching forum community was surfaced, community.n8n.io, which suggests the conversation exists but is not broad across many forums in this dataset.
  - [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
- The largest monthly package downloads seen were 18,577,347 for @vercel/analytics, which shows heavy usage for analytics tooling broadly, not specifically for real estate.
  - [npm: @vercel/analytics](https://www.npmjs.com/package/@vercel/analytics) `registries` — 2026-03-12

## What could go wrong

*Model estimate*

- This looks easy to copy with off-the-shelf BI tools, because many visible examples are just Power BI, Streamlit, or generic dashboard renderers.
  - [mohamedheta/Real-Estate-Analytics-Dashboard](https://github.com/mohamedheta/Real-Estate-Analytics-Dashboard) `github` — 2025-11-28
  - [Ayushyash24/Smart-Property-Analytics-Visualization](https://github.com/Ayushyash24/Smart-Property-Analytics-Visualization) `github` — 2026-04-26
  - [Real Estate Analytics: A Complete Power BI Dashboard](https://www.youtube.com/watch?v=ly4CneRmLf4) `tavily`
  - [15 Power BI Real Estate Dashboard Examples](https://www.linkedin.com/pulse/15-power-bi-real-estate-dashboard-examples-zoomcharts-edg5f) `tavily`
  - [npm: @kong-ui-public/dashboard-renderer](https://www.npmjs.com/package/@kong-ui-public/dashboard-renderer) `registries` — 2026-07-31
- A lot of the real demand may already be covered by CRMs, ad platforms, or general analytics tools rather than a new standalone dashboard.
  - [Real Estate Analytics Software | Sierra Interactive](https://www.sierrainteractive.com/glossary-term/real-estate-analytics-software) `tavily`
  - [8 Real Estate Dashboard Examples For Smarter Decisions | GoodData.AI](https://www.gooddata.ai/blog/real-estate-dashboard-examples-that-drive-smarter-decisions) `tavily`
  - [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
- The market signal is broad analytics interest, but the real-estate-agent-specific evidence is thin, so it is risky to build before proving a workflow wedge.
  - [npm: @vercel/analytics](https://www.npmjs.com/package/@vercel/analytics) `registries` — 2026-03-12
  - [The potential of AI/agents to automate SaaS growth](https://news.ycombinator.com/item?id=43860453) `hackernews` — 2025-05-01
  - [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
  - [Real Estate Analytics Software | Sierra Interactive](https://www.sierrainteractive.com/glossary-term/real-estate-analytics-software) `tavily`

## What to do this week

*Model estimate*

- Talk to agents about the exact dashboard they already check daily: lead source, response time, appointments booked, deals closed, and ad spend by channel.
  - [Real Estate Analytics Software | Sierra Interactive](https://www.sierrainteractive.com/glossary-term/real-estate-analytics-software) `tavily`
  - [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
- Prototype around one outcome, not a generic analytics home page: for example, 'which lead sources produce closed deals for each agent this month.'
  - [Real Estate Analytics Software | Sierra Interactive](https://www.sierrainteractive.com/glossary-term/real-estate-analytics-software) `tavily`
  - [Real Estate Analytics: A Complete Power BI Dashboard](https://www.youtube.com/watch?v=ly4CneRmLf4) `tavily`
- If you build, connect to the systems agents already use instead of asking them to re-enter data; the signals point to CRM, ad platforms, and workflow automation as the real surface area.
  - [8 Real Estate Dashboard Examples For Smarter Decisions | GoodData.AI](https://www.gooddata.ai/blog/real-estate-dashboard-examples-that-drive-smarter-decisions) `tavily`
  - [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
  - [Real Estate Analytics Software | Sierra Interactive](https://www.sierrainteractive.com/glossary-term/real-estate-analytics-software) `tavily`
- Validate willingness to pay against existing dashboard tools by asking whether they would pay for a real-estate-specific version after free BI and analytics tools run out.
  - [Show HN: Openpanel – An open-source alternative to Mixpanel](https://news.ycombinator.com/item?id=40439785) `intent` — 2024-05-22
  - [Visitor.js](https://news.ycombinator.com/item?id=3433492) `intent` — 2012-01-06
  - [npm: @vercel/analytics](https://www.npmjs.com/package/@vercel/analytics) `registries` — 2026-03-12

## Competitor strength

| Project | Stars | Downloads/mo | Activity |
|---|---:|---:|---|
| [virajbhutada/InsightForge](https://github.com/virajbhutada/InsightForge) | 171 | — | dead |
| [npm: @vercel/analytics](https://www.npmjs.com/package/@vercel/analytics) | — | 18,577,347 | unknown |
| [npm: @kong-ui-public/dashboard-renderer](https://www.npmjs.com/package/@kong-ui-public/dashboard-renderer) | — | 150,647 | unknown |
| [npm: survey-analytics](https://www.npmjs.com/package/survey-analytics) | — | 101,288 | unknown |

## Domain names

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

---

Sources searched: hackernews (12), github (20), githubissues (1), discourse (1), intent (5), stackexchange (none), registries (16), tavily (7), devto (10)

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