I share this work through conference sessions and conversations with marketplace operators. The subjects come from the decisions businesses face: suspensions, compliance, listing claims, account changes and the way evidence and enforcement interact.
European Seller Conference · Prague · March 2025
Suspension Warfare: Outsmarting Algorithms and Black-Hat Players
I spoke about Amazon suspensions, enforcement algorithms and black-hat interference at the fifth European Seller Conference in Prague. The photograph in this section is from that appearance.
AmazingDays Summit · Sofia · April 2025
Compliance and suspension prevention
My Sofia appearance in 2025 focused on staying compliant, avoiding suspensions and the practical risks involved in building an Amazon business.
AmazingDays Summit · Sofia · April 2026
Inside the AI Behind 99 Percent of Amazon Suspensions
I returned to Sofia in 2026 to speak about Amazon’s changing enforcement environment and the confidence sellers can place in AI-generated answers.
The session covered Seller Assistant, also known as Project Amelia, and the risks around claims, variation edits and apparent eligibility. I discussed using Amazon’s own tools to spot risk earlier, rather than treating a confident response as the end of the review.
MAD Conference · Warsaw · May 2026
Marketplace enforcement and compliance
In May 2026, I spoke in Warsaw about Amazon enforcement and compliance.
AmafestUK · Birmingham · October 2026
Amazon Suspends the Story It Believes
In Birmingham, I spoke about the signals a business sends through listing language, images and the details behind its products.
The session examined how those elements combine into the story a marketplace evaluates, and why the evidence and the whole presentation need to be considered together.