Understory ranks No. 140 on Inc. 5000 list of fastest-growing companies in U.S. Read more about Understory on the 2026 Inc. 5000 list

New Shopify apps installed

An ecommerce brand adds apps to its Shopify store for subscriptions, reviews, loyalty, or ads.

The apps a store adds show what the brand is working on. A new subscription app means a retention push, and a new ads app means more paid spend, each a reason for the next purchase.

Strength
Good
Act within
The 60 days after the install
Best for
Companies selling to Shopify and DTC brands

How we detect it

Runs on BuiltWith, Store Leads, Apify, and Clay.

  1. Scan storefronts for app scripts with BuiltWith or a custom crawler, and keep the date each one appears.
  2. Group installs by what they say about the brand’s priority.

What it triggers

An opening line, to show the angle. It never goes out as written.

Brands adding subscriptions usually find the first 90 days are about which products to offer it on. We’ve seen the pattern across 30 brands, want the summary?
  • Email: Write about the priority the app points to, with proof from similar brands.
  • Ad audience: Add the brand to an audience by that priority.

Where it goes wrong

  • Writing about the app instead of what the brand is trying to do.

Stack it with

A second signal on the same account moves it up.

More custom scrapes signals

Every custom scrapes signal
  • Google Maps listing

    Local and physical businesses found through their Google Maps listings, with their category, location, and reviews.

  • Review volume change

    A business’s Google or app store review count or rating moves sharply up or down.

  • Open source and GitHub activity

    Developers at an account star, fork, or contribute to repositories in your category.

FAQ

FAQs about this signal

An ecommerce brand adds apps to its Shopify store for subscriptions, reviews, loyalty, or ads. The apps a store adds show what the brand is working on. A new subscription app means a retention push, and a new ads app means more paid spend, each a reason for the next purchase.

Scan storefronts for app scripts with BuiltWith or a custom crawler, and keep the date each one appears. Group installs by what they say about the brand’s priority. Understory Agency runs it on BuiltWith, Store Leads, Apify, and Clay.

The window to act is the 60 days after the install. Understory Agency routes it to email and ad audience. Write about the priority the app points to, with proof from similar brands. Add the brand to an audience by that priority.

It works best for companies selling to Shopify and DTC brands. It is strongest alongside “Running a lot of ads” and “Growing seller or customer count on a platform”.

Or let us run it for you

Understory Agency's GTM engineers build the detection in Clay, wire it to the play that fits, and sync every touch to your CRM. Tell us who you sell to, and we'll show you where we would start.