Idea checked
an analytics dashboard for logistics companies
There is demand for logistics analytics dashboards, but the market is crowded with generic dashboard and supply-chain analytics tools, not a clear logistics-specific winner.
Confidence: medium — The search returned 4 named projects, 2 first-hand complaints, 5 stated wants, and one active GitHub competitor plus two high-download analytics packages, so there is real signal; but most hits are broad dashboard content or adjacent analytics tooling, not direct product reviews.
- hackernews 12
- github 20
- githubissues 1
- discourse 1
- intent 5
- stackexchange 1
- registries 16
- tavily 8
- devto 10
Interest over time From data
Hacker News stories mentioning logistics dashboard analytics (topic read as “logistics analytics”), by year — 2 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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MUDAS100/Swiggy-Instamart-Metrics-Dashboard-Power-BI is an active logistics and delivery analytics dashboard with 153 stars and a last push on 2026-08-02.
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vishalv91/Global-Trade-Analytics is a stale logistics and trade dashboard project with 47 stars and a last push on 2018-03-11.
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npm: @kong-ui-public/dashboard-renderer is a live analytics dashboard renderer with 150,647 monthly downloads.
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npm: survey-analytics is a live dashboard component for visualizing data with 101,288 monthly downloads.
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Other GitHub projects exist around logistics dashboards, including LogiLinQ, RealTimeAnalyticsDashboard, Smart Logistics Manager, and Logistics Delay Analytics Dashboard, but their traction is low or unknown in the signals, with stars in the single digits or no stars shown.
What people actually say From data
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"Administrators lack a centralized real-time dashboard for monitoring program health." This is a direct complaint about missing operational visibility, even though it comes from an education workflow rather than logistics.
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"I need an AI-powered billing designed specifically for logistics warehouses." This person is asking for a warehouse operations dashboard that consolidates fragmented systems into one place.
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"I’m looking for a tool like this." The person is explicitly looking for an analytics product after abandoning Mixpanel because the price became too high.
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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 a dashboard with metrics.
People asking to be sold to From data
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"I’m looking for a tool like this." The speaker wanted an analytics tool and had already used Mixpanel and Plausible, which suggests a buyer actively evaluating alternatives.
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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 explicit payment intent for dashboard-style analytics.
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"Features I would pay for: Personal analytics dashboard..." This shows a stated willingness to pay for dashboard analytics, even if the example is personal rather than logistics-specific.
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"The current SP Website effectively manages registrations, class assignments, and logistics... However: Administrators lack a centralized real-time dashboard" This describes a concrete operational gap that someone wants solved.
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"I need an AI-powered billing designed specifically for logistics warehouses." This is a stated need for a logistics-specific operations tool.
Where the opening is Model estimate
The model's read of the signals below — not something anyone measured.
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The signals do not show a product that unifies WMS, ERP, TMS, billing, shipment tracking, and driver/route metrics into one logistics-only dashboard with live operational alerting.
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Most existing projects are demos, student repos, or generic dashboard packages; the search did not surface a clearly dominant logistics SaaS with strong adoption data in this slice.
- github MUDAS100/Swiggy-Instamart-Metrics-Dashboard-Power-BI 2026-06-28
- registries npm: survey-analytics 2026-07-28
- registries npm: @kong-ui-public/dashboard-renderer 2026-07-31
- github vishalv91/Global-Trade-Analytics 2018-03-10
- github Taikutsu-Lyrz/LogiLinQ 2025-11-11
- github RepakaRamateja/RealTimeAnalyticsDashboard 2018-05-28
- github kalviumcommunity/S75-0726-L-DAD 2026-07-02
- github harsh-pandhe/logistics-dashboard 2025-03-13
- github UjjwalSaini07/Smart-Logistics-Manager 2025-06-18
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The data also does not show a logistics dashboard focused specifically on warehouse billing automation, even though that is one of the clearest first-hand asks.
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 2 open source and 2 package entries; only 1 looks active, 1 is dead, and 2 have unknown activity.
- github MUDAS100/Swiggy-Instamart-Metrics-Dashboard-Power-BI 2026-06-28
- registries npm: survey-analytics 2026-07-28
- registries npm: @kong-ui-public/dashboard-renderer 2026-07-31
- github vishalv91/Global-Trade-Analytics 2018-03-10
- github Taikutsu-Lyrz/LogiLinQ 2025-11-11
- github RepakaRamateja/RealTimeAnalyticsDashboard 2018-05-28
- github kalviumcommunity/S75-0726-L-DAD 2026-07-02
- github harsh-pandhe/logistics-dashboard 2025-03-13
- github UjjwalSaini07/Smart-Logistics-Manager 2025-06-18
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The largest monthly package download count seen was 150,647 for @kong-ui-public/dashboard-renderer.
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There were 2 first-hand complaints and 5 stated wants in the collected signals.
- githubissues [Feature]: Real-Time Logistics & Enrollment Analytics Dashboard for Program Administrators 2026-02-24
- discourse Large project, seasoned devs only 2025-10-03
- 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
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One matching community forum was found: community.n8n.io.
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There is also broader analytics usage behind the query, with packages such as @vercel/analytics at 18,577,347 monthly downloads and @scarf/scarf at 46,453,341 monthly downloads.
What could go wrong Model estimate
The model's read of the signals below — not something anyone measured.
-
A logistics analytics dashboard is a crowded category, and many visible projects are cheap proof-of-concept repos rather than products people pay for.
- github MUDAS100/Swiggy-Instamart-Metrics-Dashboard-Power-BI 2026-06-28
- github vishalv91/Global-Trade-Analytics 2018-03-10
- github Taikutsu-Lyrz/LogiLinQ 2025-11-11
- github RepakaRamateja/RealTimeAnalyticsDashboard 2018-05-28
- github kalviumcommunity/S75-0726-L-DAD 2026-07-02
- github harsh-pandhe/logistics-dashboard 2025-03-13
- github UjjwalSaini07/Smart-Logistics-Manager 2025-06-18
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The strongest pain points in the signals are broad operational visibility and billing, so a generic dashboard may be too weak unless it ties directly to logistics workflows.
- githubissues [Feature]: Real-Time Logistics & Enrollment Analytics Dashboard for Program Administrators 2026-02-24
- discourse Large project, seasoned devs only 2025-10-03
- github harsh-pandhe/logistics-dashboard 2025-03-13
- github UjjwalSaini07/Smart-Logistics-Manager 2025-06-18
- github Deeptiwakchaure/FleetFlow-odoo 2026-02-21
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Several package and dashboard tools already cover rendering, analytics, and reporting infrastructure, which means this idea needs a clear logistics-specific wedge, not another charting layer.
What to do this week Model estimate
The model's read of the signals below — not something anyone measured.
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Start with warehouse billing and shipment visibility, because that is the most concrete unmet need in the first-hand signals.
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Build around integrations with WMS, ERP, and TMS instead of generic charting, since the complaint explicitly mentions fragmented data across those systems.
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Validate with logistics operators who already use dashboards for delivery, route, and shipment tracking, because those themes recur across the collected repo and page signals.
- github MUDAS100/Swiggy-Instamart-Metrics-Dashboard-Power-BI 2026-06-28
- github Taikutsu-Lyrz/LogiLinQ 2025-11-11
- github RepakaRamateja/RealTimeAnalyticsDashboard 2018-05-28
- github harsh-pandhe/logistics-dashboard 2025-03-13
- github UjjwalSaini07/Smart-Logistics-Manager 2025-06-18
- tavily Logistics Dashboard
- tavily Transportation & Logistics Dashboard in Power BI
- github Deeptiwakchaure/FleetFlow-odoo 2026-02-21
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Avoid competing head-on with generic analytics libraries and dashboard renderers unless you have a workflow-specific product story.
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 |
|---|---|---|---|
| MUDAS100/Swiggy-Instamart-Metrics-Dashboard-Power-BI | 153 | — | Active 2026-08-02 |
| vishalv91/Global-Trade-Analytics | 47 | — | Dead 2018-03-11 |
| npm: @kong-ui-public/dashboard-renderer npm | — | 150,647 | — |
| npm: survey-analytics npm | — | 101,288 | — |
- 2 open source
- 2 package
- 1 active
- 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.
- logisticsdashboard.com taken
- logisticsdashboard.io available
- logistics.com taken
- getlogistics.com taken
Part of
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