Investigating Artificial Intelligence Digital Sovereignty in Mobile Shopping Apps: A Case Study of Nigeria
A study published on arXiv on 2026-08-06 examines AI use in Nigerian mobile shopping apps. Forensic analysis of Android apps and document analysis reveal widespread AI implementation but limited transparency. The research links this to digital sovereignty concerns, noting Nigeria's growing dependence on consumer digital platforms, moderate AI awareness, and uneven interaction patterns.
The research investigates how AI in Nigerian e-commerce mobile apps affects digital sovereignty, using platform transparency as an indicator. It finds that while AI is widely deployed, disclosure practices are insufficient, potentially undermining user control. The study provides empirical evidence on AI transparency and highlights challenges for protecting individual digital sovereignty in AI-driven environments.
The study employs forensic analysis of Android applications to identify AI features, combined with contextual document analysis to evaluate disclosure practices. This methodological approach allows for empirical assessment of AI implementation and transparency in real-world apps, revealing a gap between AI usage and user awareness.
The findings indicate that e-commerce platforms in Nigeria are integrating AI without adequate transparency, which may erode user trust and control. This reflects a broader industry challenge where rapid AI adoption outpaces governance and user communication, particularly in emerging markets with growing digital dependence.
For businesses operating in Nigeria and similar markets, the study underscores the importance of transparent AI practices to build trust and mitigate regulatory risk. It also highlights an opportunity for differentiation through ethical AI disclosure, which could enhance brand reputation and user loyalty in a competitive e-commerce landscape.
Observable next signals include potential regulatory responses in Nigeria or other emerging markets to mandate AI transparency in consumer apps. Increased academic and industry focus on digital sovereignty frameworks may emerge. Companies might face pressure to improve disclosure practices to maintain user trust and comply with evolving standards.