A possible hook to position a button in that point is woocommerce_after_shop_loop_item:
add_action("woocommerce_after_shop_loop_item","Stack_308575_add_button",99);
function Stack_308575_add_button(){
global $product;
echo "<button onclick=\"alert(".wc_get_product($product)->id.")\">Click</button>";
}
If you need dynamic links you can get the global $product object and retrieve data from there