Their customers complain about what you fix
A company’s own customers leave reviews complaining about a problem your product solves, such as slow support or a confusing checkout.
Reviews written by a company’s customers tell you which part of its business is hurting. When the complaint is the thing you fix, you can show them the problem in their customers’ words.
- Strength
- Good
- Act within
- The quarter the complaints show up
- Best for
- Companies selling customer experience, support, and ecommerce tools
How we detect it
Runs on Apify, Claude Code, Clay, and Trustpilot.
- Pull reviews from app stores, Google, G2, or Trustpilot for your target accounts.
- Classify them with Claude Code for the complaints your product fixes, and count them by month.
What it triggers
An opening line, to show the angle. It never goes out as written.
Slow refunds come up in a lot of subscription reviews this year. We pulled the numbers across 40 brands, want to see where you sit?
- Email: Share the theme, never a quote, with how a similar company fixed it.
- Content: Publish a benchmark on the problem across the category.
Where it goes wrong
- Pasting a customer’s review into the email.
Stack it with
A second signal on the same account moves it up.
Review volume change
A business’s Google or app store review count or rating moves sharply up or down.
Left a bad review of a competitor
Someone from an ICP company leaves a negative review of a competitor on G2, Capterra, or Reddit.
More custom scrapes signals
Every custom scrapes signalGoogle Maps listing
Local and physical businesses found through their Google Maps listings, with their category, location, and reviews.
Open source and GitHub activity
Developers at an account star, fork, or contribute to repositories in your category.
New directory or marketplace listing
A company lists itself on a marketplace, partner directory, or app store in your ecosystem.
FAQs about this signal
A company’s own customers leave reviews complaining about a problem your product solves, such as slow support or a confusing checkout. Reviews written by a company’s customers tell you which part of its business is hurting. When the complaint is the thing you fix, you can show them the problem in their customers’ words.
Pull reviews from app stores, Google, G2, or Trustpilot for your target accounts. Classify them with Claude Code for the complaints your product fixes, and count them by month. Understory Agency runs it on Apify, Claude Code, Clay, and Trustpilot.
The window to act is the quarter the complaints show up. Understory Agency routes it to email and content. Share the theme, never a quote, with how a similar company fixed it. Publish a benchmark on the problem across the category.
It works best for companies selling customer experience, support, and ecommerce tools. It is strongest alongside “Review volume change” and “Left a bad review of a competitor”.
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.