It's by no means necessary to "see" things in order to kick-start the right brain - the one that we use when we use our intuition. Any of the senses will do: hearing, smelling (smell is VERY underrated, but it's one of the most intuitive senses), touching, tasting.
Have you ever had a smell catapult you back into a memory, bringing back sensations, sounds, words, songs?
Words, in and of themselves are not a bad thing - you need them to verbalise a reading, after all - but they are insufficient on their own.
Try a few exercises. Here is one: take your apple. Durant Hapke gave you a great idea - draw! Buy yourself some coloured pencils and draw an apple, life size, but from memory, not from a model. Red, green, yellow - all colours! Just let it come to you. Have fun. Try not to take it seriously, it's just a game. Now - imagine the taste of that apple. Really go all out to taste it. Imagine its smell as your bite into it, the juice running into your mouth (or maybe your apple is floury, and you put it down again!). Imagine how it feels on your lips, your tongue, in your hand. Round your hand as though you were holding it. Imagine the sound it makes as you bite into it, that crunchy sound.
You can do that with anything - especially good is food, because it engages all your senses.
Next, try and do that without drawing - once you've drawn lots and lots of different things - apples, pies, flowers, cows, you name it - imagine simply what it looks like, and repeat the whole exercise.
These are exercises to train you to use your right brain, and it will have a knock on effect on your intuition. For the intuition proper, you can also do exercises. The imagination is the greatest helper of intuition. For instance, you can go out your front door, and try and "intuit" how many cars will go by before you see a red one. At first, you might be far off, but little by little, you'll get there. Don't second guess yourself, just go with the first number. "5!". "22!" Another good on is when you receive a phone call, bring to mind who might be calling you. The very first name that comes to you, without revision. "Mum!" "Cousin Bob!" "my boss!" You can use your imagination to invent all sorts of games like that, which will train you to use, and eventually trust, your intuition.