Cleveland Abduction is very identical to case documentary or event reenactment, and it's highly effective. It doesn't present too much glossy cinematography to make it as authentic as possible, though still with enough restriction for the delicate subject. Acting from Taryn Manning and Raymond Cruz, the captor and captive, are brazenly intimidating to highlight the gruesome struggle.
It follows the event of actual kidnapping where a man, Ariel Castro (Raymond Cruz) abducts three women for eleven years. The movie depicts this horrendous act with superior acting and true to life visual. It occasionally looks devoid of color, grainy and dirty, while some of the outdoor scenery seems refreshing with cool ambiance. This presents the urban location in accurate perspective along with its darker shade.
Much of its better moments are from the good performance by the actors. It has surprisingly tender and sorrowful moments, all of which look genuine. This is not a well-orchestrated crime, yet it's incredibly shocking that the real person can maintain the act for so long. Raymond Cruz is a good cast for the role, he's often sickeningly brutal and easily becomes the fitting antagonist.
However, it does have some flaws. Several of the scenes try to depict the abuse, but they might feel heavy-handed in the approach. The camera is sometimes out of focus, it's probably intentional to induce realism, though it's a bit comfortable at times. The pace tends to screech a bit towards the second half despite the good intention of showing the aftermath or restrain for more gory moments. These don't take away the venerable effort to convey its message though.
Keeping the story grounded, it manages to tell the abusive story and its ramification with equal poise and intimate outlook.