$7*8 = 56$. We imagine digits
0, 1, 2, 3, 4, 5, 6, 7, 8, 9clockwise (as magic numbers on Harry Potter's magic clock) and then $7$ times successively count $8$ numbers (clockwise, starting from $1$). After $7$th count we land exactly on $6$.
Credits and thanks to J.-E. Pin and Will Orrick from this site.
Besides, something very interesting was suggested by Bill Dubuque (see comments below), but I'm in the process of trying to approach and grasp it yet - it is very complicated (group theory/cyclic groups and star polygons / spirograph curves (roulette curves)).
But is there any reasonable child-friendly logic to quickly predict the tens digit (number of tens)? (without actual calculation)
As above, we can just count number of times we cross $0$ (zero) in the clock. This would give the tens digit.
Can we further simplify the way of finding number of crossing zero while doing those $7$ loops (counting $8$ successive numbers) on that Harry-Potter Clock? Number of crossing zero forms what sequence and how can it be easily constructed?
Besides, there is a method in Wikipedia (it helps with the last digit, but does not help with the tens digit and is much more complicated than Harry Potter Magic Clock above).
Maybe there is a simpler method - based on that we know the last digit (least significant digit) and both numbers being multiplied? (for a child it is difficult to count two things at once - number of transitions across zero and counting $8$ numbers in a row again and again in succession).
There are some patterns, but formulating an easy rule beats me.
Still, this is a very interesting academic question to me. Besides being a challenge to give full power of math (multiplication table) to kindergarten Einsteins at once to stimulate them (before just rot memorizing).
Below is the sequence of number of tens in multiplication table
(2: 2*1 ... 2*9, 3: 3*1 ... 3*9, etc)
2: (0), (0), (0), (0), (1), (1), (1), (1), (1), (2)
3: (0), (0), (0), (1), (1), (1), (2), (2), (2), (3)
4: (0), (0), (1), (1), (2), (2), (2), (3), (3), (4)
5: (0), (1), (1), (2), (2), (3), (3), (4), (4), (5)
6: (0), (1), (1), (2), (3), (3), (4), (4), (5), (6)
7: (0), (1), (2), (2), (3), (4), (4), (5), (6), (7)
8: (0), (1), (2), (3), (4), (4), (5), (6), (7), (8)
9: (0), (1), (2), (3), (4), (5), (6), (7), (8), (9)
Each Cell is digit of tens in the product of its coordinates
Here is the entire multiplication table (for reference).




