The rhizosphere, a confined area of soil plant roots, is an intersection of microbial activity and root exudates. Known as the rhizosphere effect, this phenomenon plays a crucial role in crop yield and sustainable agricultural management by providing nutrients, producing beneficial compounds, or controlling pathogens. Using a geostatistical approach, this study aimed to analyze the effect of peanut cultivation on soil quality improvement by comparing the physicochemical characteristics of rhizosphere and bulk soils in the Ghardaïa regions from southern Algeria. Samples of rhizosphere and bulk soils were prospected using a systematic plan. Subsequently, the pH, electrical conductivity, calcium carbonate, organic matter, total nitrogen, available phosphorus, total potassium, and soluble sodium were determined for each soil (rhizosphere and bulk soil). The results showed that both types of soils were moderately alkaline, with a reduction of 5.52% in the pH of the rhizosphere compared to the bulk soils. Soils were relatively low in organic matter, with only 3.3% of soils having organic matter levels above 20 g.kg^-1. However, organic matter contents were consistently higher in the rhizosphere (8.51 ± 0.46 g.kg^-1) than in the bulk soil (6.78 ± 0.68 g.kg^-1). In the rhizosphere, an increase of 10% in labile phosphorus was noted. Total nitrogen was increased by 52.57%. T-tests suggested no significant difference in potassium and sodium levels, and they were moderately present in both soils. Significantly positive relationships were noted between electrical conductivity and soluble sodium (p<0.001). However, negative correlations were revealed between pH and organic matter ((p<0.01) and pH and total nitrogen (p<0.01). These results indicate the effects of rhizosphere interactions on soil properties improvement and their implications for sustainable agricultural practices. Incorporating peanut cultivation into crop rotation systems enriches the soil with nutrients, reduces agricultural carbon footprints, and helps farmers maintain soil quality in arid regions.