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Nps tools and great questions for fintech NPS: how to go beyond scores and uncover deeper customer trust with AI-powered surveys

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Adam Sabla

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Sep 8, 2025

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When evaluating NPS tools for fintech, the real challenge isn’t just measuring customer loyalty—it’s asking the right questions in a way that builds trust while maintaining compliance.

This guide brings together great questions for fintech NPS and practical strategies. I’ll show you how using conversational AI surveys uncovers deeper insights on customer trust and transparency—going far beyond what static survey forms capture.

Why fintech NPS requires a different approach

Fintech customers face unique anxieties around trust, security, and transparency—topics that generic Net Promoter Score surveys usually skim over. These customers want to know exactly how their data is handled, how fees are structured, and whether the company truly has their best interests at heart.

There’s also a serious compliance imperative. As a fintech, you’re bound by regulations and professional standards—meaning your surveys can’t sound casual, vague, or risky, even as you seek unfiltered feedback. Every question needs to be crafted with both candor and legal clarity.

But here’s the catch: static NPS surveys rarely uncover the real “why” behind customer scores, especially when the products are complex. Customers who rate you a 6 or 7 aren’t always motivated to type out nuances, so those key insights slip through the cracks. Conversational surveys, on the other hand, can respond dynamically—digging deeper based on what the customer shares, making the experience feel more like a two-way interview than a test.

If you want to explore how automatic AI follow-up questions work and why they’re game-changing compared to static forms, check out this guide to dynamic AI survey follow-ups.

The need for a smarter approach aligns with wider industry trends: nearly 54% of fintech leaders report that traditional surveys fail to capture trust and transparency issues at a granular level, undermining the value of their customer intelligence programs. [1]

Great questions for fintech NPS surveys

Beyond the standard “How likely are you to recommend us?” rating, it’s the follow-up questions that transform your NPS process—especially in fintech. Static forms settle for “What’s the reason for your score?” but an effective AI survey adapts in real time to respondents.

Generic NPS

Fintech-specific NPS

What is the primary reason for your score?

What specific features make you confident in recommending us?

What could we improve?

Do you feel our security measures meet your expectations?

Any other feedback?

Did you clearly understand our pricing and fees?

Here are some follow-up question examples tailored for each NPS customer segment:

  • Promoters (scores 9-10):

    • “What specific features make you confident in recommending us?”

    • “Can you share a time when our security or support really impressed you?”

  • Passives (scores 7-8):

    • “Is there a feature or service you wish we offered that would make us your first choice?”

    • “How do we compare to your other fintech providers in terms of transparency?”

  • Detractors (scores 0-6):

    • “Do you have any unresolved concerns about how we protect your data?”

    • “Were you ever confused by our fee disclosures or terms?”

    • “How did we handle your issue when you last had a problem?”

What makes conversational surveys stand out is that these questions can branch and adapt—asking more when customers raise worries about fees, security, or specific features. The survey feels less like an interrogation and more like someone genuinely listening. AI follow-ups dig deeper, surfacing the “why” behind NPS scores in a contextually relevant way. [1]

Balancing compliance with conversational feedback

I always keep it top of mind: fintechs can’t sacrifice compliance for empathetic communication. But with the right approach, you never have to sound robotic to be compliant.

Here are some proven ways to ensure feedback feels both natural and regulatory-friendly:

  • Use neutral, specific language: “How would you describe your understanding of our account security process?” avoids both jargon and leading questions.

  • Avoid risky or assumptive phrases: Stick with “Do you have any concerns about your privacy?” instead of “You must worry about security, right?”

  • Keep tone warm but precise: Acknowledge the customer’s perspective (“Thank you for flagging this—your trust is our top priority”) and clearly guide them to the point.

Trust-focused probes: It’s essential to check confidence without triggering alarm. For example:

“How confident do you feel about our ability to protect your financial information?”

Transparency probes: These help clarify whether fees, terms, and features are fully understood:

“Do you feel our fee structure and disclosures are clear and straightforward?”

Issue resolution probes: Get the customer to describe how their problems were managed—without implying failure:

“Can you briefly describe your last support interaction and how well your issue was resolved?”

AI-powered surveys—like those built with Specific—allow you to embed these tone and language guidelines directly. This ensures every question and follow-up is compliance-checked, while still friendly and adaptable. To see how survey writers can tune tone and structure through chat, explore the AI survey editor.

AI-powered follow-up examples for deeper fintech insights

In fintech NPS research, AI becomes your best co-interviewer. It reads responses in real time and tailors its next question to match the customer’s concerns or emotional cues. Here’s exactly how I’d use AI to prompt high-quality feedback in practical situations:

When a customer mentions “trust” in their response:

You mentioned trust is important to you. Could you share more about what aspects of our service contribute to your trust?

When fees or pricing transparency come up:

We strive for transparency in our fees. Are there specific areas where you feel we could communicate our pricing more clearly?

When security or data protection is raised:

Security is central to what we do. Are there measures we could add or better explain to make you feel safer using our platform?

When compared to traditional banks or competitors:

How does your experience with us compare to other fintechs or your traditional bank? What, if anything, makes us stand out or fall short?

Because these follow-ups adapt to each answer, no two customers ever get the same experience. That’s how you discover subtle pain points—like confusion over “hidden fees” or dissatisfaction with customer support—before they snowball. Equally important, Specific lets you analyze these open-ended answers at scale with AI-powered survey response analysis—surfacing recurring themes and actionable insights across your customer base.

Fintech leaders who use conversational surveys report a 40% higher response rate and uncover significantly more actionable insights, especially around issues of trust and transparency, compared to those who rely on static forms. [2]

Transform your fintech NPS program

Conversational NPS surveys aren’t just about getting a score—they’re about building a deeper sense of trust and truly understanding what your customers care about in the financial world. With compliance-friendly tone settings, built-in trust and transparency probes, and AI-powered analysis for complex user feedback, you’ll never miss the real reasons behind loyalty in fintech.

If you’re not using conversational NPS, you’re missing the real reasons behind customer loyalty in fintech. Create your own survey and see these insights in action.

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Sources

  1. Survicate. Why fintech companies need industry-specific NPS and feedback strategies

  2. The Financial Brand. How AI surveys yield deeper customer experience insights in fintech

  3. McKinsey & Company. Retail banking in the age of customer centricity

Adam Sabla - Image Avatar

Adam Sabla

Adam Sabla is an entrepreneur with experience building startups that serve over 1M customers, including Disney, Netflix, and BBC, with a strong passion for automation.

Adam Sabla

Adam Sabla is an entrepreneur with experience building startups that serve over 1M customers, including Disney, Netflix, and BBC, with a strong passion for automation.

Adam Sabla

Adam Sabla is an entrepreneur with experience building startups that serve over 1M customers, including Disney, Netflix, and BBC, with a strong passion for automation.