Apr 14, 2026
If you're feeling the pinch of prices across the board, you're not imagining it. According to the U.S. Bureau of Statistics Consumer Price Index (1), prices rose 3.3% in March from a year earlier. Fuel oil alone rose an astonishing 44.2%.
As of April 13, the national gas prices average is $4.125 (2). While some people take to public transport (3), coordinating carpooling or dropping the commute altogether by working from home, others are getting thrifty using AI tooling to save.
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Like the couple who vibe-coded a gas price tracker with a bot that calls 170,000+ gas stations around the country daily, as reported in Business Insider (4). The Gas Index, the AI agent Matt Courtland and John Fleming built in three days, gives a state average, then breaks down by regions within the state and gas station brands. It puts prices into a local context in language they can understand.
For example, the added cost from the war to fill the tank is the price equivalent of 2.9 Taylor ham egg and cheese in New Jersey (5), or 3.4 Whataburger honey butter chicken biscuits in Texas (6). It adds a little novelty to a tough expense right now, while helping Americans better understand the direct cost the war is having on households.
Finding the cheapest expensive fuel
The Gas Index gets its information from Google's location pricing, user-generated photos of pumps and receipts, and of course, Bobby the bot calling gas station attendants to ask for the daily price.
As Business Insider noted, gas prices can fluctuate throughout the day, so there can be a difference between The Gas Index and real-time rates. But tools like this are helpful for consumers to have, especially when they're looking to fill up the tank. It allows for a quick price check while on-the-run.
It's a new crowdsourcing-type model for getting up to date gas prices that gets better the more people use it. The intention is to be able to plug your location into the model to find cheaper gas. But as the pair state on the website, they recommend always calling ahead to confirm the price before making the trip.
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Creative car savings
The economics of the Gas Index — and many other vibe-coded products for that matter, are still uncertain. While vibe coding platforms are seeing success, like Lovable's $100 million month in February according to TechCrunch (7), the products aren't necessarily money makers (8).
As for the Gas Index, it costs around $2,000 in API credits (9) every time they refresh prices for the 188,000 stations. The platform is free, but they offer users the option to donate.
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But not all vibe-coded products will be this data-intensive.
There are a few financial takeaways here. If you're struggling with the additional cost of gas, brush up on the tips (10) that help get more mileage in your tank — drive smoothly, check tire pressure, keep up with maintenance, remove roof or bike racks and plan your outings more strategically.
Keep your speed below 75mph to avoid wind resistance eating into fuel economy, Patrick De Haan, a petroleum analyst, told Consumer Reports (11).
Don't be afraid to get creative. You might even come up with your own no-code idea that could go viral or help cover the cost of gas… like a car-fuel-pooling app! FuelPool.
Article Sources
We rely only on vetted sources and credible third-party reporting. For details, see our ethics and guidelines.
U.S. Bureau of Labor Statistics (1); AAA (2); ABC7 (3); Business Insider (4); Gas Index (5),(6),(9); TechCrunch (7); DEV Community (8); Consumer Reports (10),(11)
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Amanda Smith is a freelance journalist and writer. She reports on culture/society, technology, and health. Her ability to hold a mirror up to society, to see both the malaise and majesty, has led to assignments with highly respected titles such as The Guardian, Business Insider, MIT Tech Review, and National Geographic.
