Sometimes the v= parameter is added to the product URL
This is because you've got more than 1 variation on a product. The v  parameter allows you (and drupal commerce) to directly link to the product page with the correct variant set as the selected one

For example you have "t shirts" product with variations for colour. You might want to link directly from the product listing page/cart/anywhere else to a specific colour tie.