Idea checked
a reporting tool for restaurants
Restaurant reporting is already crowded on POS and analytics, but the search did not surface a clear standalone gap worth building around.
Confidence: medium — There are 4 open-source projects, 7 first-hand complaints, and several commercial/registry products, but no stated wants and no Stack Exchange data. The signals mostly show adjacent reporting features inside POS, analytics, and operations tools rather than a clean unmet need.
- hackernews 14
- github 20
- githubissues 4
- discourse 3
- intent nothing found
- stackexchange unavailable
- registries 12
- tavily 10
- devto 10
2 sources came back empty — what that means
- intent searched, nothing relevant found
- stackexchange unavailable this run — HTTPStatusError: Client error '429 Too Many Requests' for url 'https:/
Treat the report as weaker where a source is missing. Nothing here was substituted from somewhere else to fill the gap.
Who is already building this From data
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satisfiedecho/pos is an active open-source restaurant POS with reporting, last pushed 2026-08-01 and 22 stars.
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ahmedali5530/restaurant-pos is a maintained open-source restaurant POS system with reporting across ordering, kitchen, delivery, staff, inventory, auth, and reporting; it has 35 stars and was last pushed 2026-07-30.
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ductaip/Restaurant-Management-System includes revenue reporting, has 16 stars, and was last pushed 2025-05-01, so it is still maintained but slower-moving.
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MujtabaCoder/RMS-restaurant-management-system-nodejs covers sales reporting for restaurant operations and has 5 stars, last pushed 2024-08-05.
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Commercial reporting products are already established: DevExpress Reporting has 200,945 monthly npm downloads, and restaurant-specific packages like Wix Restaurants JavaScript SDK exist in the ecosystem.
What people actually say From data
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"I run a small diner and I’m always trying to get an even better handle on the numbers." This is a first-hand sign that restaurant operators want better reporting visibility.
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"Our POS has tons of reports and I feel like I’m..." This is another operator saying the problem is too many reports and not enough clarity.
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"restaurants not reporting income from cash tips but usually doing so for tips using credit cards" This is a real-world reporting workflow problem, but it is about tax/reporting compliance rather than restaurant ops dashboards.
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"The problem revolves around the lack of reporting for both the change in focus and the state of the button" This is about accessibility reporting in a restaurant information UI, not business reporting.
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"I've seen reporting about restaurant and salon workers bussing around" This is not a product complaint, just a discussion mentioning reporting in another context.
People asking to be sold to From data
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"I run a small diner and I’m always trying to get an even better handle on the numbers." That is a direct willingness-to-use signal for better restaurant reporting.
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"Our POS has tons of reports and I feel like I’m..." The speaker is explicitly unhappy with the current reporting experience and looking for something better.
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"The biggest gap I found: most n8n templates online are US-centric. AU businesses have different compliance requirements – GST reporting, BAS lodgement" This shows people will adopt vertical-specific reporting automation when generic templates miss local rules.
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"reports to trigger automated workflows—saving staff hours every week" This is a purchase-shaped claim in restaurant workflow automation, tied to reporting output that drives action.
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 clear gap for a standalone restaurant reporting tool; most existing projects bundle reporting inside POS or restaurant management systems.
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What is missing is a narrow product that plugs into existing restaurant systems and produces a few decision-ready reports without replacing the POS.
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There is no evidence here of a strong unmet need for generic dashboards; the better angle would be reporting tied to specific restaurant workflows like labor, menu mix, sales channels, or local compliance.
How big the market might be Model estimate
The model's read of the signals below — not something anyone measured.
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The search found 4 named open-source projects, with 1 active, 1 slow, and 2 dead.
- github sugeth/xxx 2021-04-11
- github azoff/tockstalk 2023-03-29
- github ahmedali5530/restaurant-pos 2024-05-23
- github tazimete/cms-food-delivery-system 2016-04-23
- github satisfecho/pos 2026-01-10
- github ductaip/Restaurant-Management-System 2025-02-02
- github MujtabaCoder/RMS-restaurant-management-system-nodejs 2024-07-29
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The largest live competitor in the signals is DevExpress Reporting with 200,945 monthly npm downloads; the biggest package overall is @apollo/usage-reporting-protobuf with 13,347,262 downloads last month, showing large reporting infrastructure usage in adjacent software.
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There were 7 first-hand complaints and 0 stated wants, across 2 matching communities: community.home-assistant.io and community.n8n.community.
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The competitor table includes 63-star, 44-star, 35-star, and 31-star repos, but only one is clearly maintained right now.
What could go wrong Model estimate
The model's read of the signals below — not something anyone measured.
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This is a crowded category where reporting is already a feature inside POS and restaurant management suites, so a standalone tool may be hard to differentiate.
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The signals lean toward generic analytics and dashboards rather than a painful unsolved job, which raises the risk that customers will just use what their POS already ships.
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The lack of stated wants and the absence of Stack Exchange data mean the pain is not strongly validated by this search.
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If the product tries to cover everything—sales, labor, inventory, reservations, marketing, compliance—it will look like another restaurant management system instead of a focused reporting tool.
What to do this week Model estimate
The model's read of the signals below — not something anyone measured.
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Narrow the product to one painful report family: sales by channel, menu mix, labor, or compliance, rather than a full restaurant suite.
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Build connectors for the systems restaurants already use and make the output decision-ready, not just a prettier dashboard.
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Test whether operators will pay for automation that saves weekly reporting time, since that is the clearest buying signal in the data.
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Talk to restaurants that already complain their POS has too many reports, because that is the strongest first-hand clue in the signals.
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 |
|---|---|---|---|
| sugeth/xxx | 63 | — | Dead 2021-04-11 |
| azoff/tockstalk | 44 | — | Slow 2025-10-30 |
| ahmedali5530/restaurant-pos | 35 | — | Active 2026-07-30 |
| tazimete/cms-food-delivery-system | 31 | — | Dead 2016-05-06 |
- 4 open source
- 2 dead
- 1 slow
- 1 active
- 7 first-hand complaints
- 2 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.
- restaurantreporting.com taken
- restaurantreporting.io available
- restaurant.com taken
- getrestaurant.com taken
Part of
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