59% of small business owners don't have a separate business account — they're hiding in your retail checking. MemberSignal detects business signals in transaction data so you can find them first.
| Rank | Member Name | Business Signal Score | Top Signal Drivers | Account Tenure | Branch | AI Summary | CTA |
|---|---|---|---|---|---|---|---|
| 1 | Sarah Mitchell | Shopify | 3 years | Downtown | High-volume e-commerce seller with consistent payment processor deposits... | ||
| 2 | Marcus Chen | SquareStripe | 2 years | Westside | Retail business owner with multiple revenue streams and growing deposits... | ||
| 3 | Jennifer Adams | PayPal | 4 years | Downtown | Freelance consultant with regular business software subscriptions... | ||
| 4 | David Thompson | Stripe | 1 year | Northgate | New business signals detected, appears to be starting online services... |
Industry research confirms: business owners are hiding in your retail checking accounts.
plan to expand SMB services in 2025-2026, up from 65% in 2023.
Source: Jack Henry 2025 Strategy Benchmark
mix business and personal finances — no separate business account.
Source: CFPB Making Ends Meet Survey, 2024
in 2025 alone — many started by your existing members.
Source: U.S. Census Bureau BFS, 2026
"Your data and analytics capabilities are crucial to uncovering camouflaged SMB owners hidden in retail checking accounts."
— Jack Henry 2025 Strategy Benchmark
We analyze the transaction signals already in your core data to identify hidden business owners.
We detect Stripe, Square, PayPal, Shopify deposits, business software subscriptions, and supplier payments — all proven indicators of business activity.
Each member gets a score based on transaction patterns. Prioritize outreach to the highest-confidence leads first.
One-click personalized scripts referencing detected business type, transaction patterns, and relevant CU products.
From member discovery to personalized outreach — see how our platform works.
Dive deep into individual member profiles with transaction feeds, business classifications, and AI-generated talking points for your next conversation.
| Date | Merchant | Amount | Classification |
|---|---|---|---|
| Mar 15 | Stripe | $2,450.00 | Payment Processor Deposit |
| Mar 14 | QuickBooks | $79.99 | Business Software |
| Mar 12 | Shopify Payout | $1,890.00 | E-commerce Revenue |
| Mar 10 | Office Depot | $234.50 | Business Supplies |
| Mar 08 | Square Deposit | $567.00 | Payment Processor Deposit |
Sarah shows strong e-commerce activity through Shopify and Stripe. Ask about her online store and if she needs merchant services or a business line of credit.
Generate personalized outreach scripts with one click. Adjust tone, copy to clipboard, and log calls — all from a single interface.
"Hi Sarah, I noticed your account has been growing steadily. It looks like your online retail business is doing well!"
"Have you considered a business line of credit to help manage inventory? We also offer merchant services with lower fees than most processors."
Generated by MemberSignal AI — based on 90 days of transaction signals.
The FFIEC BSA/AML examination manual requires credit unions to identify accounts being used for business purposes and apply enhanced due diligence.
MemberSignal helps you meet this regulatory obligation proactively — while also surfacing revenue opportunities your compliance team will thank you for finding.
"Banks must direct resources to accounts that pose the greatest risk... there are federal laws in place to prevent money laundering when personal accounts are used for business transactions."
— FFIEC BSA/AML Examination Manual
Fintechs are already targeting your business members with loans — using the same transaction data you have.
A member routing $3,000/month through Stripe is already being targeted by Stripe Capital for a loan. If you don't know they're running a business, you can't compete.
MemberSignal is designed to meet the expectations of regulated financial institutions.
Works within your existing credit union data environment. Your member data never leaves your control.
Complete audit trail of all data access and AI-generated recommendations for compliance reporting.
Role-based permissions and data governance tracking to meet regulatory requirements.
See which of your members are running businesses — and start the conversation before someone else does.
Enterprise-ready from day one — with built-in compliance powered by Vanta.