Open Text Analysis: Discover the Hidden Gold in Customer Feedback

In a crowded marketplace, buzzwords and boilerplate value statements no longer cut through the noise.

Buyers are overwhelmed, skeptical, and increasingly influenced by what others say about you, rather than what you say about yourself. 

That’s why the next big unlock in modern sales and marketing isn’t another pitch deck or pricing model. It’s the hidden gold buried in your own case studies and customer stories.


The Untapped Power of Open Text Data

We’re talking about open text data—the rich, unstructured insights scattered across long-form testimonials, customer interviews, open ended survey responses, support transcripts, customer reviews, and even internal retrospectives.

Unlike survey scores or star ratings, these snippets contain context, emotion, and detail. They show what customers actually cared about, what changed for them, and how they describe that change in their own words.

The Power of Open Text Analysis

The power in open text analysis is immense. 

When mined and analyzed, open text data reveals what truly resonates with your audience. It helps you move beyond assumptions and jargon to real, resonant value. 

It can also uncover emotional tone through sentiment analysis, helping you understand not just what customers say—but how they feel when they say it.

In short, it can redefine your entire value proposition.

Streamline open text analysis with Blix

Get from data to customer insights quickly & easily

Book a Demo

A Real-World Example: Turning Stories into Strategy

Take, for example, a recent analysis of twelve published case studies from an ecommerce software development agency. 

The agency had spent years delivering projects, but their messaging remained broad and feature-focused. 

By parsing the open text across those twelve stories—highlighting customer quotes, project outcomes, and recurring pain points—a pattern emerged. Clients praised the agency’s ability to reduce cart abandonment, speed up site launches, and deliver backend flexibility that adapted to fast-changing product lines. 

Based on this analysis, the agency rewrote its value proposition to focus on conversion optimization, rapid deployment, and custom backend integrations. 

Instead of “building scalable ecommerce solutions,” their new message now clearly reflects how they solve the real-world challenges clients consistently mention.

How Do You Turn Raw Feedback Into Messaging That Converts?

The process starts with compiling your case studies. 

These might include public-facing success stories, open ended surveys, internal documentation, or even fragments from sales calls and email threads.

Once gathered, extract the open text—quotes, anecdotes, and descriptive passages that go beyond the bullet points.

Tools like Blix can help you automate this process, but even manual verbatim coding can yield surprising insights.

Blix’s client Generosity X used open-ended questions like 'How would you describe your motivation to donate?' to craft effective donor messaging and personalized communications for their customers.

Check out the full case study of how Generosity X used Blix to gain insights from their open-ended questions 5x faster.


What Patterns Should You Look For in Customer Feedback?

From there, look for patterns. What words come up again and again? What do customers emphasize most? Is it speed? Relief? Simplicity? Do they mention how it felt to use your product, or how quickly they were able to deliver results? 

These recurring themes are the raw materials of your new, authentic value story.


Real Voices Make Real Impact

Let’s take an example. A generic value statement might say: “We help companies increase efficiency with scalable solutions.” 

But with open text analysis, you might find your customers actually say things like, “Our teams stopped drowning in spreadsheets,” or “We delivered in weeks, not months.” 

These are phrases with power. They’re specific, visual, and emotional.

Now your message changes. 

Instead of a vague efficiency claim, you might say: “We eliminate spreadsheet chaos and deliver scalable systems your team actually loves—fast.” That’s not only clearer, it’s more credible—because it came from the voices of real customers.


Why This Matters for Your Entire Go-to-Market Strategy

When you reframe your value proposition this way, everything downstream benefits. 

Your homepage copy becomes more persuasive. Your cold emails feel more relevant. Your pitch resonates with the lived experience of your target audience.

Perhaps most importantly, you stop guessing. 

Too many companies try to tell a story they think buyers want to hear. But if you listen closely, your customers are already telling you the story that works.

Open Text Data Is a Strategic Asset—If You Know How to Use It

Open text data isn’t just a way to mine for quotes. 

It’s a strategic resource that can reshape how you define your value—and how others perceive it. 

There’s gold in those stories. All you have to do is dig.

Stop guessing. Start listening.

Blix helps you hear what your customers are really saying.

Book a Demo
"

Jørgen Vig Knudstorp, Lego Group CEO

Use Blix for quick and easy AI open text analysis

Blix is an AI-powered open text analysis platform built for market researchers, marketing teams, and insight-driven organizations.

It helps you turn unstructured customer feedback from surveys, reviews, and support conversations into clear, actionable insights.

With Blix, you can quickly identify patterns, extract themes, and quantify open-ended responses at scale–saving time, reducing bias, and revealing what truly matters to your customers.

Whether you’re analyzing 500 survey responses or 5,000 product reviews, Blix helps you get to the insight in minutes, not weeks.

Ready to hear what your customers are really saying? Try Blix for free

Richard Spanier, principal of Spanier Consulting, is a sales consultant and author who guides tech startups and small agencies through the turbulence of modern sales. 

With a sharp focus on leveraging emerging technologies to compete with established players, he helps clients rethink strategy, rebuild processes, and stay ahead of the curve. 

Based in Tucson, Arizona, Spanier holds degrees from the University of Wisconsin and Temple University and has collaborated with over 60 businesses across the globe to navigate the evolving sales landscape.

The 8 Types of Market Research (& How to Use Them)

Learn the 8 essential types of market research and how to use them—from customer and competitor analysis to product testing and brand research.
Read full post

8 Best Sentiment Analysis Tools In 2025

Discover the 8 best sentiment analysis tools of 2025 to track customer emotions, enhance brand reputation, and gain actionable insights.
Read full post
Unlock insights faster, leave the grunt work to us!