Automated Product Catalog Onboarding at Scale: A Confidence‑Driven ASIN  Creation Platform with Machine‑Learning‑Based Title Validation

Anil Mankali Masakal

Automated Product Catalog Onboarding at Scale: A Confidence‑Driven ASIN Creation Platform with Machine‑Learning‑Based Title Validation

Authors

Anil Mankali Masakal

Keywords:

Asin Creation, Catalog Onboarding, Confidence-Driven Automation, Machine Learning, Title Validation

Abstract

Large‑scale e‑commerce platforms face a persistent challenge in onboarding high‑quality product data atscale. As marketplaces grow to hundreds of millions of listings, manual catalog review processes become increasingly costly, inconsistent, and slow, directly impacting

References

ELIAS DRITSAS AND MARIA TRIGKA, "Machine Learning in E-Commerce: Trends, Applications, and Future," IEEE Access, June 12, 2025. Available: https://ieeexplore.ieee.org/iel8/6287639/10820123/11009009.pdf

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Published

2026-03-25

How to Cite

Anil Mankali Masakal. (2026). Automated Product Catalog Onboarding at Scale: A Confidence‑Driven ASIN Creation Platform with Machine‑Learning‑Based Title Validation . Journal of Computational Analysis and Applications (JoCAAA), 35(3), 509–519. Retrieved from https://www.eudoxuspress.com/index.php/pub/article/view/5212