Why I Built a Live Gold and Silver Rate Site for Pakistan
In Pakistan, gold and silver are not abstractions, they are weddings, savings, and Eid gifts, and everyone checks the rate. The rate…
The story of silverrates.today, a live gold and silver rates site I built for Pakistani cities, told step by step. From the rate engine and city shortcodes to the fake prices bug that taught me what dishonest data costs, the rebuild to real pages, and the fight for AdSense approval, all of it first hand and plain.
This is a project series. The posts below are in order, starting from Part 1.
In Pakistan, gold and silver are not abstractions, they are weddings, savings, and Eid gifts, and everyone checks the rate. The rate…
One rates table, dozens of ways people want to see it, a live headline number, a full table, a trend graph, a…
The worst bug a rates site can have is not a crash. It is confidently showing a wrong number. One day I…
My rate pipeline had a last-resort layer that queried AI providers for rates when every scraper failed, and early on I labelled…