Invoice Reconciliation Across Systems Is Manual and Error-Prone
Invoices and vendor data don’t match across tools. Teams spend hours reconciling, and errors slip through.
Severity
83
AccountingProfessional Services
Public previews • Evidence-first
Problem Brief Previews
A limited, public preview of problems we see repeatedly in real conversations. Each brief is a teaser - full evidence, clustering, and worksheets unlock inside the app.
Onboarding Drop-Off After Signup
Teams acquire signups, but users don’t reach first value. Activation is unclear, setup is slow, and users churn before they ever become sticky.
Severity
82
OnboardingSaaS
Automation Workflows Break and Nobody Notices
Teams rely on Zapier/Make automations, but workflows break silently, causing missed leads, broken handoffs, and manual cleanup.
Severity
80
AutomationSMB Ops
Subscription Churn in the First 1–2 Months
Customers sign up and pay, but churn quickly because value isn’t recurring, results aren’t measurable, or workflows don’t repeat.
Severity
78
RetentionSaaS
Reporting Is Painful So Everyone Exports to Spreadsheets
Teams need answers, but reporting tools are limited. People export data and rebuild reports manually, losing trust and time.
Severity
77
ReportingSaaS / Ops
Compliance Evidence Is Scattered and Hard to Prove
Audit trails and evidence live across tools. Teams spend weeks collecting screenshots, approvals, and logs during audits.
Severity
76
ComplianceRegulated
Failed Payments and Dunning That Doesn’t Recover Revenue
Payment failures and weak dunning workflows cause silent revenue leakage. Teams don’t notice churn until it’s too late.
Severity
75
BillingSaaS
Permissions and Sharing Become a Mess Over Time
As teams grow, permissions drift. People gain access they shouldn’t have, admins can’t audit quickly, and incidents happen.
Severity
74
PermissionsSaaS / Internal Tools
Search Feels Unreliable and Users Can’t Find What They Need
Users know content exists, but search returns inconsistent results. Filters are weak, relevance is poor, and trust erodes.
Severity
73
SearchSaaS / Content
Notification Noise Causes Missed Critical Signals
Users are overwhelmed by notifications, so they mute everything and miss critical alerts. Preference logic is hard to get right.
Severity
70
NotificationsSaaS
How to use these previews
- Pick a brief that matches your target customer.
- Run the guided flow to score the problem and define the offer.
- Verify with full evidence and briefs once you’re ready.