SOEX: Explainable AI for Competitor Communications Analytics

In this demonstration, we present SOEX, an advanced AI system tailored for enhancing online marketing through the strategic use of large language models and predictive analytics.SOEX excels in analyzing vast amounts of online content data, enabling marketers to effectively plan and refine their strategies by extracting and utilizing key insights from competitor content and market trends.The system specializes in identifying content pillars-such as target audiences, consumer needs, and product features-and leveraging these pillars to generate detailed customer personas and narratives.By focusing on the initial stages of marketing, such as strategic planning and content pillar analysis, SOEX helps marketers understand and segment their audience more precisely.The system's ability to generate data-driven stories and personas from analyzed content enhances the planning phase of marketing campaigns, ensuring that strategies are both impactful and aligned with audience expectations.Our evaluations show that SOEX significantly aids marketers in navigating and interpreting complex data, leading to more informed decision-making and optimized marketing planning.

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Publication Details

Published
2025-05-08
DOI
https://doi.org/10.1145/3701716.3715198
Primary Topic
Generative Adversarial Networks and Image Synthesis
Type
article
Field-Weighted Citation Impact
0.00
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article

SOEX: Explainable AI for Competitor Communications Analytics

Kirill Lepikhin, Aleksandr Farseev, Ilya Gosudarev, Sergey Nikolenko et al.
Generative Adversarial Networks and Image Synthesis
article

SOEX: Explainable AI for Competitor Communications Analytics

Kirill Lepikhin, Aleksandr Farseev, Ilya Gosudarev, Sergey Nikolenko, Yu-Yi Chu-Farseeva, Marlo Ongpin, Dong‐Ling You, Qi Yang
article en

Abstract

In this demonstration, we present SOEX, an advanced AI system tailored for enhancing online marketing through the strategic use of large language models and predictive analytics.SOEX excels in analyzing vast amounts of online content data, enabling marketers to effectively plan and refine their strategies by extracting and utilizing key insights from competitor content and market trends.The system specializes in identifying content pillars-such as target audiences, consumer needs, and product features-and leveraging these pillars to generate detailed customer personas and narratives.By focusing on the initial stages of marketing, such as strategic planning and content pillar analysis, SOEX helps marketers understand and segment their audience more precisely.The system's ability to generate data-driven stories and personas from analyzed content enhances the planning phase of marketing campaigns, ensuring that strategies are both impactful and aligned with audience expectations.Our evaluations show that SOEX significantly aids marketers in navigating and interpreting complex data, leading to more informed decision-making and optimized marketing planning.

ITMO University (RU)
Openalex Percentile: Top 90%
Generative Adversarial Networks and Image Synthesis
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SOEX: Explainable AI for Competitor Communications Analytics — Kirill Lepikhin, Aleksandr Farseev, et al. · (2025) | TGRS Research Map | TGRS