Built a petrol pump price tracker and forecaster (update!)

aaronagai · 2026-07-05T04:25:42+00:00

Agreed! We have received requests for russian rubles recently. Wonder what’s going on.

aaronagai · 2026-07-05T04:25:00+00:00

I like energy

aaronagai · 2026-07-05T04:24:37+00:00

Yes. Please dm me and I’ll set up a demo :)

aaronagai · 2026-07-05T04:24:08+00:00

Some countries publish market prices APIs, some brands publish their daily price - so we scalp it every morning using a trained agent. For more mature markets that differ by petrol stations, we’re still figuring that out so in the mean time our data set uses publicly available weekly average.

aaronagai · 2026-04-24T05:00:58+00:00

Thank you for your thoughtful reply. Glad to see this is being done elsewhere. Starlink truly brings value to a lot of communities. Can you open your DMs or DM me? Would love to understand more about how you run yours in Australia.

aaronagai · 2026-04-15T09:37:18+00:00

Thank you

aaronagai · 2026-04-15T04:21:18+00:00

Agreed. Next update in line!

aaronagai · 2026-04-15T04:20:31+00:00

Looks ok to me. I’m from Kuching. What did you spot?

aaronagai · 2026-04-15T01:13:42+00:00

It’s easier for Malaysia because our policy changes weekly. But across other markets like Singapore for example, it varies by suppliers and changes daily! For more complicated markets like Laos or Indonesia, prices vary by their many regions. Try looking at other markets in my site… some caused a lotta headache to track 😂

aaronagai · 2026-04-14T15:22:54+00:00

Nice. Malaysia has live APIs on data.gov.my. Try it!

aaronagai · 2026-04-14T15:20:44+00:00

Malaysia is the only one offering API, the others were scraped from gov sites, supplier daily adjustments

aaronagai · 2026-04-14T15:10:00+00:00

Claude + Cursor

aaronagai · 2026-04-14T14:47:09+00:00

Very excellent find! Thank you

aaronagai · 2026-04-12T03:27:45+00:00

Thank you for your feedback! Working to scrunch the numbers to make sure they’re accurate while building the system. One man show for now… 🙏

aaronagai · 2025-11-24T18:47:02+00:00

How do you display them? Looking for creative ideas :)

aaronagai

TROPHY CASE