Idea checked
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 — There are 4 named projects, 5 stated wants, 2 first-hand complaints, and one active community thread; the signals are real but mostly generic and only a few are directly about real estate agents.
- hackernews 12
- github 20
- githubissues 1
- discourse 1
- intent 5
- stackexchange nothing found
- registries 16
- tavily 7
- devto 10
1 source came back empty — what that means
- stackexchange searched, nothing relevant found
Treat the report as weaker where a source is missing. Nothing here was substituted from somewhere else to fill the gap.
Interest over time From data
Hacker News stories mentioning dashboard analytics tracking (topic read as “real estate dashboards”), by year — 102 in total, currently rising.
- 2021
- 2022
- 2023
- 2024
- 2025
- 2026
This counts discussion on Hacker News, not global search demand. For developer tooling the two move together; for a local service business they do not.
Who is already building this From data
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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.
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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.
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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.
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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.
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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.
What people actually say From data
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"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
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"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
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"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
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"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.
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"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
People asking to be sold to From data
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"I’m looking for a tool like this."
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"honestly I would pay for such a service if it comes with a nice little dashboard and some decent stats"
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"Features I would pay for: Personal analytics dashboard"
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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.
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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.
Where the opening is Model estimate
The model's read of the signals below — not something anyone measured.
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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.
- github mohamedheta/Real-Estate-Analytics-Dashboard 2025-11-28
- github Piyu2004-hero/Real-Estate-Analytics-Dashboard 2026-07-07
- github NK-daCoder/LuxeSpaces-Real-Estate-Dashboard 2025-07-09
- github Ayushyash24/Smart-Property-Analytics-Visualization 2026-04-26
- tavily Real Estate Analytics: A Complete Power BI Dashboard
- tavily 15 Power BI Real Estate Dashboard Examples
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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.
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No signal shows a dedicated, maintained incumbent with strong adoption in this exact niche.
How big the market might be Model estimate
The model's read of the signals below — not something anyone measured.
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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.
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There were 5 stated wants and 2 first-hand complaints, but 0 unsolved Stack Exchange questions in the results.
- intent Free vs. paid: Would Twitter be better if you paid for it? 2012-07-23
- intent Show HN: Openpanel – An open-source alternative to Mixpanel 2024-05-22
- intent Visitor.js 2012-01-06
- hackernews The potential of AI/agents to automate SaaS growth 2025-05-01
- hackernews Show HN: I solved Claude Code's context drift with persistent Markdown files 2026-03-16
- githubissues Dashboard Real Estate Data Analytics 2024-02-09
- discourse AI-Powered Real Estate Chatbot: Intelligent Lead Management & Appointment 2025-11-29
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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.
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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.
What could go wrong Model estimate
The model's read of the signals below — not something anyone measured.
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This looks easy to copy with off-the-shelf BI tools, because many visible examples are just Power BI, Streamlit, or generic dashboard renderers.
- github mohamedheta/Real-Estate-Analytics-Dashboard 2025-11-28
- github Ayushyash24/Smart-Property-Analytics-Visualization 2026-04-26
- tavily Real Estate Analytics: A Complete Power BI Dashboard
- tavily 15 Power BI Real Estate Dashboard Examples
- registries npm: @kong-ui-public/dashboard-renderer 2026-07-31
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A lot of the real demand may already be covered by CRMs, ad platforms, or general analytics tools rather than a new standalone dashboard.
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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.
What to do this week Model estimate
The model's read of the signals below — not something anyone measured.
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Talk to agents about the exact dashboard they already check daily: lead source, response time, appointments booked, deals closed, and ad spend by channel.
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Prototype around one outcome, not a generic analytics home page: for example, 'which lead sources produce closed deals for each agent this month.'
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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.
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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.
Competitor strength From data
Counted, not judged. Only projects that expose a hard number — stars, downloads, last commit — appear here, so they stop looking identical to each other. Products with no public metrics are discussed above instead of being given a row they cannot fill.
| Project | Stars | Downloads / mo | Activity |
|---|---|---|---|
| virajbhutada/InsightForge | 171 | — | Dead 2024-10-30 |
| npm: @vercel/analytics npm | — | 18,577,347 | — |
| npm: @kong-ui-public/dashboard-renderer npm | — | 150,647 | — |
| npm: survey-analytics npm | — | 101,288 | — |
- 1 open source
- 3 package
- 1 dead
- 2 first-hand complaints
- 5 stated wants
- 1 communities discussing it
Domain names From data
Checked live against the registry, built from the subject of the idea rather than the first words of the sentence. A literal check is a fact; a brandable suggestion would be noise.
- realestate.com taken
- realestate.io available
- real.com taken
- getreal.com taken
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