There are various recommendations for planting flowers in late summer for fall blooms. Some outlets suggest planting specific annuals in August for lasting color, while others recommend planting in July or highlight flowers that bloom throughout the summer. The types of flowers and optimal planting times appear to vary depending on the source and desired garden outcome.