We have recently observed surface enhancement in molecules adsorbed on semiconductor quantum dot surfaces. We have observed these in MBE grown InAs and CdSe quantum dots, as well as colloidal quantum dots such as ZnS, ZnO and CeTe. Enhancement factors of up to four orders of magnitude are observed. It is impossible to explain these observations using plasmon resonance, which for semiconductors are in the infrared. We explore the possible application of the charge-transfer theory to semiconductor dots. Application of the Herzberg-Teller theory to such systems implicates polaron (electron-phonon) coupling in the suggested mechanism.