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03 — E-commerce AI tooling

Etsy Automation Suite

Weekly
Tag audits
Auto
Competitor tracking
Minutes
Not hours

A command center that gives a print-on-demand Etsy shop the kind of tag research, competitor tracking, and SEO recommendations that used to require a full-time analyst.

The problem

A growing Etsy shop had no systematic way to know which listing tags were working, what competitors were doing differently, or where the biggest SEO gaps were.

How it works

An automated tag analysis engine audits listings against keyword opportunity data

A recommendation engine surfaces specific tag changes, not just raw data

Automated competitor analysis tracks shifts in a crowded category

A design-to-production pipeline connects creative work to what actually lists

Stack

PythonEtsy data pipelinesClaude-based recommendation logic

Outcome

The shop owner now runs a weekly tag audit and competitor check in minutes instead of hours, with clear next actions instead of a spreadsheet to interpret.

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