Seaweed extracts are becoming integrated into crop production systems due to their multiple beneficial effects including growth promotion and induction of defence mechanisms. However, the comprehensive molecular mechanisms of these effects are yet to be elucidated. The current study investigated the transcriptomic changes induced by seaweed extracts derived from Sargassum vulgare and Acanthophora spicifera on tomato and sweet pepper plants. Tomato and sweet pepper plants were subjected to foliar treatment with alkaline extracts prepared from the above seaweeds. Transcriptome changes in the plants were assessed 72h after treatments using RNA-sequencing. The treated plants were also analysed for defense enzyme activities, nutrient composition and phytohormonal profiles. The results showed the significant enrichment of genes associated with several growth and defense processes including photosynthesis, carbon and nitrogen metabolism, plant hormone signal transduction, plant-pathogen interaction, secondary metabolite metabolism, MAPK signaling, and amino acid biosynthesis. Activities of defense enzymes were also significantly increased in SWE-treated plants. Plant nutrient profiling showed significant increases in calcium, potassium, nitrogen, sulphur, boron, copper, iron, manganese, zinc, and phosphorous levels in seaweed-extract treated plants. Furthermore, the levels of auxins, cytokinins, and gibberellins were also significantly increased in the treated plants. In addition to these observed effects, were also significant disease reductions of bacterial leaf spot and early blight in SWE-treated plants coupled with an increase in chlorophyll content, plant growth, and fruit yield. The results demonstrated the complex effect of S. vulgare and A. spicifera extracts on the plants’ transcriptome and provide evidence of a strong role of these extracts in increasing plant growth responses while priming the plants against pathogenic attack simultaneously. The current study contributes to the understanding of the molecular mechanisms of seaweed extracts in plants and helps their usage as a viable organic input for sustainable crop production.