tacey.
Install on Shopify
Free tool

Shopify Sales Activity Estimator

Paste any Shopify storefront URL - we'll analyze the public catalog and give you a directional read on how actively the store is being managed. Not actual sales numbers (those are private).

We'll paginate the store's public product feed (up to 1,250 products) - runs in ~5–10 seconds for most stores.

Try:

Runs in your browser against public data. Nothing is stored.

What this tool does

Estimate annual sales activity for any public Shopify store

Public Shopify storefronts publish their product catalog. This estimator paginates that catalog and infers sales activity from catalog signals: total product count, age distribution (when products were added), average variants and images per product, and most recent product addition. Returns a directional revenue band, not a precise number - public data can never expose actual sales figures.

How to use it

Estimate any public Shopify store

  1. 1Paste the storefront URL.
  2. 2Click Estimate. The tool fetches up to 1,250 products across 5 pages of the public product feed - usually 5-10 seconds.
  3. 3Read the activity tier: Very high ($10M+), High ($1M-$10M), Medium ($250K-$2M), Low ($50K-$500K), or Dormant (under $50K).
  4. 4Read the supporting signals: total product count, products added in the last 30 / 90 / 365 days, average variants and images, most recent product date.

Merchant tips

How to read the result honestly

These are wide bands by design. Public data shows what a store SELLS, not what it sold. A store can have a 1,000+ catalog and quiet sales, or a 50-product catalog and seven-figure revenue.
Catalog churn (products added in the last 90 days) is the single best signal of sales velocity. Stores with no recent additions are usually inactive even if their catalog looks large.
Average images per product is a quality signal - high-image counts (6+) usually indicate active investment in product pages, which correlates with sales velocity.
The estimate is most useful for comparison, not absolute. Compare two stores in the same category and the relative ranking is more reliable than the absolute revenue band.

When to reach for this

When to use the estimator

Partnership / sponsorship vetting

Before reaching out to a brand for a collab, confirm they're actually selling at scale.

Competitive landscape mapping

Quickly bucket a list of competitors by approximate revenue tier to focus your research.

Investment / acquisition diligence

First-pass screen on a target's public storefront before requesting financials.

What you get out

Activity tier, revenue band, and the supporting catalog signals

Activity tier with directional annual revenue band (with a clear caveat that public data is directional, not authoritative). Catalog details: products sampled, recent additions per window, average variants and images, most recent product date, store name, currency, language, country. Five uses per IP per day on the free tier.

Frequently asked questions

How accurate is a sales estimate from public data?
It is directional, not exact. It reads public catalogue signals to say whether a store looks busy or quiet, and it cannot see real revenue, which only the merchant and Shopify hold.
What signals does it actually use?
Public catalogue data: how many products the store lists, how often they change, and what stock movement is visible on those public pages.
Why would I estimate a competitor's sales?
To size a market before entering it, to sanity check a supplier's claims, or to decide whether a competitor is worth studying at all.
Can the store see that I ran this?
No. It reads public pages only, exactly as a visitor would.

This is a snapshot. Tacey runs it on every order.

The tool answers one question, once. The app answers it continuously, on the thank you page and order status page your customer already has open.

Continuous

Every order checked the moment it lands, not when you remember to run a calculator.

Automatic

A bad address is corrected by the customer before your warehouse picks it.

Provable

Every change written to a record with what it cost and who asked for it.

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Tool slug: shopify-sales-estimator