Pilot Configuration
Pilot Phase (Scoped Evaluation)
Up to 12 weeksTypical scope: multi-country, weekly updates, multiple categories
- Real data from real sources
- Live dashboards or export feeds
- Validate scope, refresh cadence, quality
- Fixed price, no ongoing commitment
Most teams start here to validate fit before expanding.
Now, schedule a short call below to confirm scope and start the pilot, or build something new.
or email us at paul@jsonify.co
Data sources are the websites and apps where information will be collected from. These can be changed or expanded at any time. This is turned into data rows.
| id | Source | Channel | Date | Issue | Product | Sentiment | EstimatedImpact | Mentions | ||
|---|---|---|---|---|---|---|---|---|---|---|
| 1 |
|
r/PersonalFinance | Feb 3, 2026 | Delayed ACH transfers causing missed payments | BigBank Checking | Negative | Medium | 12 | ||
| 2 |
|
Trustpilot Reviews | Feb 2, 2026 | Poor customer service responsiveness | NationalBank Mobile | Negative | High | 34 | ||
| 3 |
|
@fintech_user | Feb 4, 2026 | Mobile deposit app crashes after update | RegionalBank App | Negative | High | 56 | ||
| 4 |
|
Product Reviews | Feb 1, 2026 | Confusing API documentation for payments integration | BankAPI Pro | Negative | Medium | 9 | ||
| 5 |
|
Comments | Feb 3, 2026 | Rising mortgage rates, affordability concerns | Mortgage Loans | Negative | High | 21 | ||
| 6 |
|
Article Comments | Feb 2, 2026 | Regulatory uncertainty impacting rollout of instant payments | Instant Pay Network | Neutral | High | 7 | ||
| 7 |
|
User Forums | Feb 4, 2026 | Unclear overdraft fee disclosures | Everyday Checking | Negative | High | 18 | ||
| 8 |
|
Article Comments | Feb 3, 2026 | Vendor lock-in with core banking migration | CoreX Platform | Negative | Medium | 11 | ||
| 9 |
|
Employee Reviews | Feb 1, 2026 | Understaffed contact centers causing burnout | Corporate Customer Support | Negative | Medium | 26 | ||
| 10 |
|
Answers | Feb 4, 2026 | Difficulty verifying identity for account opening | Online Account Opening | Negative | Medium | 14 | ||
| 11 |
|
Comments | Feb 2, 2026 | Poor personalization in digital banking offers | Digital Offers Engine | Negative | Medium | 8 | ||
| 12 |
|
Posts | Feb 3, 2026 | Talent shortage in payments engineering | Payments Team Hiring | Neutral | Medium | 10 | ||
| 13 |
|
r/Banking | Feb 4, 2026 | Hidden international transfer fees | GlobalWire Transfers | Negative | High | 20 | ||
| 14 |
|
Trustpilot Reviews | Feb 1, 2026 | Subscription fees for basic alerts after 'free' period | Alerts Plus | Negative | Low | 13 | ||
| 15 |
|
@bank_customer | Feb 2, 2026 | Biometric login failing frequently | Mobile Biometrics | Negative | Medium | 29 | ||
| 16 |
|
Product Reviews | Feb 3, 2026 | Slow reconciliation in accounting dashboard | TreasurySuite | Negative | Medium | 6 | ||
| 17 |
|
Comments | Feb 1, 2026 | Concerns about embedded finance partnerships | White-label Cards | Neutral | Medium | 5 | ||
| 18 |
|
Forum | Feb 4, 2026 | Lack of real-time fraud alerts | Fraud Monitor | Negative | High | 15 | ||
| 19 |
|
Comments | Feb 3, 2026 | Inaccurate interest calculation on savings | High-Yield Savings | Negative | High | 22 | ||
| 20 |
|
Analysis Comments | Feb 2, 2026 | Complex partner onboarding processes | Partner Portal | Negative | Medium | 9 | ||
| 21 |
|
Employee Reviews | Feb 4, 2026 | Poor internal communication during digital transformation | Transformation Program | Negative | Medium | 17 | ||
| 22 |
|
Questions | Feb 3, 2026 | Confusion about cashback eligibility terms | Rewards Checking | Negative | Low | 12 | ||
| 23 |
|
Article Comments | Feb 1, 2026 | Insufficient branch automation leading to long queues | Branch Kiosk | Negative | Medium | 8 | ||
| 24 |
|
Comments | Feb 4, 2026 | Data privacy concerns with third-party analytics | Analytics Suite | Negative | High | 16 | ||
| 25 |
|
@finserv_support | Feb 1, 2026 | Phishing campaign impersonating bank tweets | Social Security Alerts | Negative | High | 41 | ||
| 26 |
|
r/CreditCards | Feb 2, 2026 | Declined offers without explanation | Preapproved Card Offers | Negative | Low | 7 | ||
| 27 |
|
Trustpilot Reviews | Feb 4, 2026 | SLA breaches for wealth management onboarding | Wealth Onboarding | Negative | Medium | 19 | ||
| 28 |
|
Reviews | Feb 3, 2026 | Limited customization of risk rules | RiskEngine | Negative | Medium | 10 | ||
| 29 |
|
Reader Comments | Feb 2, 2026 | Lack of transparency on crypto custody fees | Crypto Custody | Negative | High | 23 | ||
| Looking for more? Great news − this is just a small sample. Jsonify production workflows process anywhere from tens of thousands to millions of real data rows per run! | ||||||||||
Filters
Total Customer Feedback Instances
Most Discussed Topics on Social Media
Key Customer Pain Points Insights
Sentiment Trend Over Time
Recent Customer Reviews and Ratings
| Source | Product/Service | Rating | Review Summary | Date |
|---|---|---|---|---|
|
|
Mobile Banking App |
|
User-friendly interface but slow response times. | 2026-01-25 |
|
|
Personal Loan Services |
|
High fees and poor customer support. | 2026-01-28 |
|
|
Savings Account |
|
Good interest rates but complicated application process. | 2026-01-30 |
|
|
Credit Card |
|
Misleading rewards program and unexpected charges. | 2026-01-15 |
|
|
Online Banking |
|
Excellent online features; very convenient. | 2026-01-29 |
|
|
Home Mortgage |
|
Average service; rate lock issues. | 2026-01-20 |
|
|
Investment Services |
|
Outstanding advice and customer engagement. | 2026-01-22 |
|
|
Customer Service |
|
Support staff generally helpful but undertrained. | 2026-01-27 |
Top Platforms for Customer Feedback
| Source | Customer Feedback Type | Sentiment Score | Date |
|---|---|---|---|
|
|
Service Quality | 78 | 2026-01-28 |
|
|
Fees and Charges | 65 | 2026-01-30 |
|
|
Digital Banking Experience | 82 | 2026-01-15 |
|
|
Mobile App Usability | 55 | 2026-01-25 |
|
|
Customer Support | 72 | 2026-01-20 |
|
|
Loan Approval Process | 70 | 2026-01-29 |
|
|
Product Offerings | 68 | 2026-01-27 |
|
|
Employee Insights | 80 | 2026-01-22 |
Top 5 Emerging Customer Pain Points
Positive Sentiment Percentage
Unmet Needs Trend Analysis
Customer Needs Distribution by Source
Volume of Discussions by Channel
Sentiment Breakdown by Source
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Data connections determine where the collected data will be delivered. You can add, remove, or change connections at any time.