Tags drive Shopify’s collection filters, search, and merchandising logic. The Tag Explorer flattens every product tag across a store and ranks each by how many products use it — exposing the taxonomy a brand uses to organize, filter, and promote its catalog.
What the Tag Explorer gives you
- Every unique product tag
- How many products carry each tag
- Ranked by frequency
- Exportable tag list
How it works
The tool reads the store’s public /products.json endpoint — the same feed Shopify themes use to render products. It paginates through the catalog (up to about 5,000 products) and assembles the full list. No login, API key, or admin access is involved; only data the storefront already publishes is read.
How to use it, step by step
- Open the Tag Explorer and paste the Shopify store URL (for example, allbirds.com).
- Click “Explore Tags”. The tool reads the store’s public data — no login, password, or API key is involved.
- Review the result on screen, then download it as CSV, JSON, or Excel, or copy it to your clipboard.
What you can use it for
- Reverse-engineering a store’s filtering & SEO strategy
- Finding keyword and attribute ideas
- Planning faceted navigation for your own store
- Auditing tag sprawl on a catalog
Things to keep in mind
Everything here comes from public data, so a few caveats apply. Password-protected and headless stores may not expose every endpoint, and a merchant can choose to disable the public JSON feeds. Very large catalogs are capped at around 5,000 items. And remember: public storefront data never includes private figures such as exact inventory counts or actual sales — any tool claiming to reveal those is estimating, not reporting fact.