Show HN: I built a free app for New Yorkers to save money on groceries
I built this because I see that grocery savings are achievable in NYC. People usually just go to the store they're used to going to, and it's rarely worth the effort of combing through card cashback, weekly coupons, CPG rebates.
Most people leave real money on the table by not stacking them, and even more don't even know that these deals are out there.... so I built a way to automate it.
You can use it for free, no login, currently NYC-only with ~690 stores.
I built it so that you just search whatever you want (use commas if you want to search multiple items). Or - use the AI tool to help shop for you. If you're curious, it's powered by a trained LLama model.
Honest limitations are coverage and freshness. Id love some feedback on where the data looks wrong or is stale.
Question for the room - what to prioritize if you're working with messy, multi-source retail/pricing data? Is freshness or coverage the top priority if you cant get a uniform response from every source? curious on what to prioritize here.
Comments URL: https://news.ycombinator.com/item?id=48854224
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- • A developer built a free app to automate grocery savings in New York City.
- • The tool uses an AI model to aggregate data from approximately 690 stores.
- • The developer is prioritizing data coverage over real-time freshness to improve price comparisons.
New York City residents face high costs of living and complex grocery pricing structures. This app attempts to simplify the process of stacking coupons and rebates to reduce household expenses.
Christian Perspective
Stewardship of resources is a biblical mandate for every household. Tools that help families manage their finances more effectively support the ability to provide for one's own and avoid the debt that leads to bondage.
Implications
Economic pressure in urban centers often forces families to compromise on nutrition and stability. Empowering the individual to save money helps preserve the domestic sphere and the ability of parents to provide for their children.
Broader Trends
The reliance on AI and digital tools to navigate basic survival needs reflects a growing complexity in the modern economy. This technological shift often serves to mask the underlying inflation and cost-of-living crises affecting the American people.
Takeaway
Use such tools to strengthen the family budget and resist the economic volatility of the current system. Prioritize financial independence and the accumulation of resources to protect the home from globalist economic shifts. Focus on building a resilient household that can withstand the rising costs of living.
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