What chemicals are often confused for different chemicals?
One especially serious example is confusing methanol with ethanol. Methanol is highly toxic and sometimes is deliberately added to or inadvertently present in bootleg alcoholic beverages, causing many deaths and blindness in survivors every year around the world. It would be a life saver for someone to develop a cheap dipstick test for methanol.