Analysis of 598,847 CFPB complaints and 2M+ app store ratings across six U.S. banks, normalized by deposit base and organized into a scored product roadmap.
All-time complaint volumes pulled from the CFPB API (indexed August 3, 2026). Normalized per $100B in deposits to remove institution size as a confound.
Total CFPB complaints filed per institution, all-time
Normalized by deposit base — controls for institution size
Distribution of Truist's 23,978 complaints by product category
Rating distributions and review themes across all six mobile banking apps. Headline scores cluster tightly; the 1-star share is where the differentiation shows.
1-star share correlates with churn signal strength, not just dissatisfaction volume
Complaint clusters and review themes converted into sized opportunities, plotted by estimated impact and implementation effort.
Reach (affected users/yr) x Impact (1-5) x Confidence (%) / Effort (person-quarters)
| Opportunity | Source | Reach | Impact | Conf. | Effort | RICE | Priority |
|---|
RICE scores drive the sequencing. Each initiative maps back to specific complaint clusters or review themes, not assumptions.
Truist's 4.7 headline rating masks a structural issue: its normalized complaint rate in checking and savings is the highest in the peer set. That is a direct consequence of the BB&T / SunTrust merger, where two digital platforms were integrated rather than rebuilt. Chase and BofA used similar consolidation periods to redesign the core experience; Truist did not.
The two-phase case is straightforward. Phase one removes friction that is generating measurable complaints today — auth loops, deposit holds, Zelle disputes. These are fixable in 2-3 quarters without major architectural changes. Phase two builds the differentiated layer. Fifth Third won J.D. Power's regional bank ranking in 2025 by targeting the same friction points. Truist has a larger asset base and an existing wealth management data advantage it has not yet surfaced in the app.
Pulled via consumerfinance.gov/data-research/consumer-complaints/search/api/v1. Exact company-name matching per CFPB entity. Deposit figures from FDIC Summary of Deposits, Q1 2026.
iOS and Google Play rating distributions. Review theme clustering based on keyword frequency in 1-3 star text. Cross-validated against J.D. Power 2025-2026 Mobile Banking Satisfaction studies.
Reach = estimated annual Truist users affected, derived from complaint share x active user base. Impact 1-5 by churn signal strength. Confidence = data quality estimate. Effort in person-quarters.
National peers: BofA, Chase, Wells Fargo. Regional peers: PNC, Fifth Third. Deposit data from FDIC 2025.