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Sam
@kavelabs
Forensic Ecommerce Analyst and Algorithm Researcher
Vereinigte Staaten
Englisch
Über mich
The Forensic Approach to Etsy Growth
I don’t offer "SEO tips" or generic advice. I am a security researcher and software developer specializing in the forensic analysis of e-commerce algorithms.
Most sellers struggle because they are fighting invisible battles. After years of reverse-engineering marketplace search metrics, I developed Kave—a proprietary diagnostic framework designed to uncover the hidden suppression flags that standard SEO audits miss.
Kompetenzen
Sam
offline •
Meine Dienstleistungen
E-Commerce-SEO
I will do a data backed etsy SEO audit with optimized titles and tags
Arbeitserfahrung
Lead SaaS Developer and E-commerce Data Researcher
Self Employed • Vollzeit
Oct 2013 - Present • 12 yrs 8 mos
I developed Kave, a proprietary diagnostic framework that goes beyond basic SEO to analyze hidden suppression flags, backend ranking telemetry, and metadata health. I also engineered EtsyStudio AI to leverage computer vision and advanced search metrics, helping sellers optimize for both human conversion and algorithmic preference. I specialize in "Search Rescue" for shops facing traffic drops, using raw data extraction to identify why listings are underperforming or "vanishing" from results. By utilizing custom-built scraping tools and forensic analysis, I decode marketplace trends to provide sellers with a technical edge that generic SEO services can't offer. My approach delivers actionable 48-hour recovery plans and long-term scaling blueprints based on real-time backend scores and taxonomy mapping.
