Not too picky about fertilizers, except that in the garden it is always granular. I normally use very little because I use so much leaf mulch that constantly decomposes. My neighbors deposit their fall leaves (and sometimes summer grass clippings) in my yard, too. Unfortunately, everyone has maples and ash trees... leaves that naturally decompose quickly. I have to mulch my beds twice a year. I fertilize once a year.... maybe. Consequently, I use whatever I have available. I haven't bought granular fertilizer for many years. People always give me what they don't want anymore, and that's plenty. I use high nitrogen fertilizers or not. It's the amount of nitrogen in the fertilizer that dictates how much I use - explanation to follow.
Three years ago I had to redo a couple beds because the soils were getting too heavy. I purposely overdid the mixing of raw leaves with the soil. You could almost swear that the ratio was 1/10 soil and 9/10 leaves (in reality it was probably 1/5 and 4/5 by volume). I still needed to replant bulbs there that fall (no choice), so I added a lot of high nitrogen lawn fertilizer, because I new the microorganisms that would be so busy breaking down the leaves would tie it all up. I am sure I put on at least double the recommended rate for a lawn. It was a bit of a gamble, but I looked at it as an "experiment". I am always more interested in what I can learn about plants (or what they can teach me), as opposed to their beauty (which is in the eye of the beholder, anyway). Results were staggeringly positive. I had planted seedling bulbs there that fall, and some bloomed the next year, but the year after, oh my gosh!
Plants went from, say, a one or two bloom stem the first year, to this the second year:
This is one of the Sweet Surrender x Dots and Dashs seedlings.
It is my opinion, that in the end, people make too much about using too much nitrogen in their fertilizer. There are exceptions for certain particular soils. And if they are fertilizing heavily, then yes, they do need to worry. But once or twice a year at a
recommend rate, I don't think there is a need for high phosphorus or potassium in the N-P-K ratio. Nitrogen will most always be the limiting nutrient in soils that are not heavily fertilized, and therefore it is difficult to put on too much. Remember potassium and phosphorus are relatively immobile in the soil, whereas nitrogen can be leached out (even by heavy rain) easily. Also note that I underlined "recommended rate". Most people, knowingly or not, use more than what is recommended.
Note that Miracle-Gro's Bloom Booster used to have 50% phosphorus. Now if you check the label, it is 30% (15-30-15). Similarly, their all purpose used to be 15-30-15 and it is now 24-8-16. Yup, nitrogen is the limiting nutrient.