The well is the shelf under the bar where they keep liquor at hand for mixing drinks. So, a well brand or house brand is the brand of liquor
served when a customer requests a drink by its generic name (e.g. gin and tonic,
scotch and
soda). It's usually the least expensive brand served, as opposed to more expensive call brands.