Know which stores need your app the moment the problem arises

Describe the problem your best customers had right before they installed your app. We monitor 500,000+ ecommerce stores for it, including signals no store database indexes, and send you the ones that just started matching. With the decision maker, the evidence, and the angle for your first email.

Picture of Diogo Matos Book a Demo

Bring one problem. We'll tell you how many stores have it right now.

No database has a field for "reviews complaining about missing packages."
So we built one.

Store databases sell you an export with the columns they already have: platform, revenue band, apps installed. That tells you a store exists. It doesn't tell you something is broken. And "broken" is exactly what you need to find, because nobody installs a new app when everything is working fine.

We build detection for whatever you describe. Let's say your app handles subscriptions and package tracking. Your ICP: Shopify stores doing over $500k in revenue that already run a subscription platform, with negative reviews about missing packages. That's not a filter you can set on Store Leads or BuiltWith. It's three data sources joined into one signal, and we found the stores.

Getting customers is easy when you know they need your app to solve their problem

You're filtering stores by what already exists, not what's wrong.

Every app directory and store database lets you filter by platform, category, and revenue. But nobody installs an app because of their category. They install because something isn't working, and no database indexes that. Except us.

You find out about a store the same time everyone else does.

New apps appear in the Shopify App Store, new entries on BuiltWith, new filtering criteria on Store Leads, and every competitor gets the same list at the same time. The first mover advantage evaporates before you send a single email.

You don't know when a store uninstalls a competitor's app.

A store running a competitor's app today is a store that already demonstrated need. When they uninstall it, and you know before anyone else, that's a warm conversation. But no alert tells you when that happens.

The fix

We monitor 500,000+ ecommerce stores for problems your app was built to fix: review complaints about missing packages, stores scaling without analytics, high-SKU operations with poor performance scores, subscription platforms with delivery pain, churn from a competitor's app. Every week you get the stores that just started matching, with the decision maker's contact, the evidence, and the angle.

What problem does your best customer have, right before they install your app?

We build detection for the answer — across reviews, apps, revenue, traffic, and every source we track. These are app-developer-specific signals we already monitor across 500,000+ stores.

Reviews complaining about missing packages or delivery issues
Just launched a subscription platform
Installed then uninstalled a competitor's app
High SKU count (>500) with poor page speed scores
Running $500k+ in revenue without an analytics or reporting tool
Trustpilot rating dropping while revenue grows
Replatformed to Shopify this quarter
Growing fast on paid ads but conversion rate is bad

If it's not on this list, describe it and we'll build it. Including the parts no database has a field for.

Yes, we can track that too

We've tracked over 250 million data points from 500,000 stores, which lets us spot any problem you can think of. Here's how it works.

1

Describe the problem you solve

What problems were your best clients facing when they hired you? We turn this into detection.

128 stores found

Has {store} lost more than 30% of its organic traffic in the last 90 days?

342 stores found

Did {store} just install a subscriptions or loyalty app?

76 stores found

Is {store} scaling Meta ad spend while its review score is dropping?

2

We'll monitor every ecommerce store for it

We'll track whatever needs to be tracked: apps, ad spend, traffic, reviews, social media, and literally anything you can think of.

Center
Logo 1
Logo 2
Logo 3
Logo 4
Logo 5
Logo 6
Logo 8
Logo 7
3

Get alerted where you work

Whenever a store is facing the problem you solve, you'll get alerted on Slack, email, and your CRM, with a complete briefing of their situation. No need for another login.

#ecommerceleads-alerts
E
Ecommerce Leads App
4:13 AM

Signal Found: Glow Botanicals

Glow Botanicals just lost 34% of its organic SERPs due to a detected drop in loading times after a migration to a new Shopify theme.

Signal: SERP decline + Theme Change | Matches your ICP

4

Keep eyes on past deals, too

Had a deal that fell through? Track their store so you know when something changes.

Glow Botanicals April 2025

• Last contacted, looking for a subscription app for Shopify
• Went with a competitor

Glow Botanicals just now

• Detected they uninstalled the competitor's app
• Reach out again

Bring one problem. We'll tell you how many stores have it right now.

Describe the problem your best customers had right before they installed your app. We'll monitor 500,000+ ecommerce stores for it and send you the ones that just started matching, with the decision maker, the evidence, and the angle.