Water-soluble gold nanorods have been endowed with satisfying chemical stability and functionality through successfully surface modifying with chemically reduced bovine serum albumin. A pH-induced and highly reversible aggregation has been performed with obvious absorption wavelength shifts, allowing monitoring pH in the wide range of 4.2 to 9.4.