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AdVantage Gen – An AI-Powered Automated Social Media Campaign Studio
Subject area: Science,Engineering and Technology · Area of research: Social Media Marketing
DOI: https://doi.org/10.64388/IREV9I12-1718522
Abstract
The rapid growth of digital marketing has created an urgent demand for intelligent, automated content generation tools. Conventional social media marketing workflows rely on multiple disconnected tools—graphic design platforms, copywriting utilities, hashtag planners, and brand management systems—that collectively impose high time, cost, and coordination burdens. We present AdVantage Gen, an AI-powered Automated Social Media Campaign Studio that integrates image generation, caption synthesis, hashtag optimisation, brand overlay, and platform-specific formatting within a single unified pipeline. The system accepts a natural-language prompt and autonomously produces complete, platform-ready marketing assets using multi-modal Artificial Intelligence. The stack comprises React for the frontend, Node.js/FastAPI for the backend, Hugging Face Diffusion Models for image generation, and Google Gemini for text synthesis. Evaluation demonstrates a 100% functional test pass rate, campaign assembly within 10–15 seconds, and a feature profile superior to representative incumbent platforms.
Keywords
Generative AI; Social Media Automation; Diffusion Models; Natural Language Processing; Marketing Technology; Prompt Engineering; Full-Stack Web Development; Google Gemini; Hugging Face.
How to cite this paper
@article{1718522,
author = {Yash Badgujar, Shripad S. Bhide},
title = {AdVantage Gen – An AI-Powered Automated Social Media Campaign Studio},
journal = {Iconic Research And Engineering Journals},
year = {2026},
volume = {9},
number = {12},
pages = {31-35},
issn = {2456-8880},
url = {https://www.irejournals.com/formatedpaper/1718522.pdf},
abstract = {The rapid growth of digital marketing has created an urgent demand for intelligent, automated content generation tools. Conventional social media marketing workflows rely on multiple disconnected tools—graphic design platforms, copywriting utilities, hashtag planners, and brand management systems—that collectively impose high time, cost, and coordination burdens. We present AdVantage Gen, an AI-powered Automated Social Media Campaign Studio that integrates image generation, caption synthesis, hashtag optimisation, brand overlay, and platform-specific formatting within a single unified pipeline. The system accepts a natural-language prompt and autonomously produces complete, platform-ready marketing assets using multi-modal Artificial Intelligence. The stack comprises React for the frontend, Node.js/FastAPI for the backend, Hugging Face Diffusion Models for image generation, and Google Gemini for text synthesis. Evaluation demonstrates a 100% functional test pass rate, campaign assembly within 10–15 seconds, and a feature profile superior to representative incumbent platforms.},
keywords = {Generative AI; Social Media Automation; Diffusion Models; Natural Language Processing; Marketing Technology; Prompt Engineering; Full-Stack Web Development; Google Gemini; Hugging Face.},
month = {June},
doi = {https://doi.org/10.64388/IREV9I12-1718522}
}