Know which stores need your app the week the problem starts

Describe the problem your app fixes. We watch 600,000+ ecommerce stores and send you the ones that just started matching, with the evidence and the decision maker's contact.

  • 600,000+ stores monitored
  • Evidence for every lead
  • Decision Maker contacts available
getecommerceleads.com/searcher

Stores that just started matching

128 new this week
Harbor & Pine Shopify · Home goods
Missing package reviews

14 reviews this month mention parcels that never arrived.

just now
Fieldstone Supply Shopify · Pet supplies
Uninstalled competitor app

Removed their subscription app 6 days ago. No replacement installed.

3 hours ago

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 600,000+ 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. You get the stores that just started matching in your dashboard, with the evidence. Reveal the decision maker's contact and the angle with credits.

Every problem we detect maps to an app category

Your app fixes one specific problem. We track these signals across 600,000+ stores, so you know who needs it before they search the App Store.

Returns and order tracking

  • Reviews complaining about missing packages or late delivery
  • Trustpilot rating dropping while revenue grows
Your pitch Fulfillment is breaking while the store keeps selling. Show how your app cuts the support load.

Subscriptions

  • Just launched a subscription platform
  • Installed, then uninstalled, a competitor's app
Your pitch They already paid for this category once. Reach out the week they are choosing again.

Analytics and reporting

  • $500k+ in revenue with no analytics or reporting tool
  • Growing fast on paid ads with a poor conversion rate
Your pitch They spend more every month and cannot see what it returns. Show them the numbers.

Speed and storefront performance

  • 500+ products with poor page speed scores
  • Replatformed to Shopify this quarter
Your pitch Big catalogs and fresh migrations are when slow pages start to cost orders.

If you can describe the problem your app fixes, we can detect it. Even if no database has a field for it.

Generic gets deleted. Specific gets read.

The same app, two first emails. One starts with a feature list. The other starts with a problem you can prove.

Cold list, no signal
To: owner@harborandpine.com Try our returns app

Hi there,

We built an app that helps Shopify stores manage returns and orders.

It has 20+ features and a free trial.

Can I send you a demo link?

  • No reason to reply today
  • Sent to every store in the category
With Ecommerce Leads
To: Dana Ortiz, Founder Missing parcels in your reviews

Hi Dana,

I saw 14 reviews on Harbor & Pine this month that mention parcels that never arrived.

Our app sends tracking updates to the customer on its own, so fewer of them write in.

Want to see it on your store?

  • A real problem, with evidence
  • Sent to the decision maker, at the right time

Describe the problem. We find every store that has it.

We've tracked over 1 billion data points from 600,000+ stores, so we can spot any problem you can think of.

Step 1 · Describe

Describe the problem you solve. We turn it into detection.

What were your best clients facing when they hired you? Say it in plain words and we build the check.

  • See how many stores match before you commit
  • Any problem you can describe: traffic, ads, reviews, and more
64 stores found Does {store} have reviews that mention missing packages?
210 stores found Did {store} uninstall a subscription app in the last 30 days?
95 stores found Does {store} earn $500k+ a year with no analytics app installed?

Step 2 · Monitor

We monitor every ecommerce store for it.

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

  • 600,000+ stores, all watched for your problem
  • 1 billion data points from ads, traffic, apps, and more

Step 3 · Get alerted

Get alerted where you work, with the full briefing.

When a store faces the problem you solve, you get a complete briefing of their situation.

  • Slack, email, CRM, or wherever you work
  • No other login needed: the briefing comes to you
#ecommerceleads-alerts
E Ecommerce Leads App 4:13 AM
Signal Found: Fieldstone Supply

Fieldstone Supply just uninstalled its subscription app and has not installed a replacement in 6 days.

Signal: Competitor uninstall | Matches your ICP

Step 4 · Keep watching

Keep eyes on past deals, too.

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

  • Track lost deals by adding any store to your watchlist
  • Reach out again when the timing is right
Fieldstone SupplyApril 2025
  • • Last contacted, looking for a subscription app
  • • Went with a competitor
Fieldstone Supplyjust now
  • • Detected they uninstalled the competitor's app
  • • Reach out again

Frequently Asked Questions

What is ecommerce leads data?

What are ecommerce leads?

How do you get ecommerce leads?

What counts as one problem?

How many signals do I get per problem?

Can I add a problem later?

Is there a contract?

How many stores will I find?

How custom can a signal get?

What if you can't detect my problem?

What kind of stores do you track?

How good are these stores?

What data do I get for each store?

Where does the data come from?

Do you give decision maker contacts?

Do I get new stores, or the same ones?

What happens when I run out of stores?

Why not just use Store Leads or BuiltWith?

Aren't hundreds of agencies using this?

Which countries do you cover?

Where do the stores show up?

Do you take a commission on my deals?

Which industries do you work with?

How does the money-back guarantee work?

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 600,000+ ecommerce stores for it and send you the ones that just started matching, with the decision maker, the evidence, and the angle.