QSAR or QSPR repectively Quantitative Structure Activity or Property Relationship is a powerful technique consisting in using available structural data to derive a mathematical model. This model relates changes in the structure with an activity or a property value. These techniques are successfully used in pharmacy for lead optimisation, we also applied them to find certain odorant and gustative molecules based on products with known properties.