TrueData™ SURVEYS

Text Analysis: Uncover B2B Customers’ Priorities

You have customer comments. We extract the insights. Our expert-driven analysis reveals what matters to your customers.

Customers with speech bubbles sharing customer comments for text analysis
Trusted by leading companies worldwide

Themes, Sentiment, and Signal

Our process surfaces the signals that matter. Every open-ended response is categorized, quantified, and made clear, so your team can move from messy data to actionable customer insights.

verbatims dashboard from Interaction Metrics showing the elements of text analysis best practices

B2B Insights Beyond the Algorithm

Certified Customer Experience Profressional
Customer Experience Professionals Association Foundin gMember
Best in Class CX Thought Leader
A+ Rated Chamber of Commerce
Interaction Metrics gets the 6 sigma black belt certification badge

"*" indicates required fields

arrow from a great symbol connected to a checkmark to show the expertise needed for survey design

A good customer survey isn’t one click. It’s dozens of steps. We handle them all.

Built-In Features that Drive Growth

Survey icon
AI icon
Insights icon
Gears icon
Graph icon
Next steps icon
True Data™ surveys
True facts icon
True-Facts
True Data™ surveys
Bias-free design.
Higher data accuracy icon
Objectivity wins. +210% better data
True tech icon
True-Tech
All software included.
Lower total cost icon
Save money. 39% project savings
Tru Inisght icon
True-Insight
Correlations and more.
Improved Clarify icon
Align teams. 5x faster decisions

Trusted by Companies Like Yours

5/5 – Outstanding
“Interaction Metrics provided insights into customer experience that we couldn’t achieve alone. Their Service Evaluations and Surveys have been eye-opening and transformative!”
Andrew Larsen Talent & Development Program Manager Acme Construction
5/5 – Amazing
“It was great to have Interaction Metrics do the kind of deep dive into our call center quality and analytics that is so desperately needed but that we just can’t make the time to do. A great service for a great value.”
Leah Wilson Executive Director The State Bar of California
5/5 – Impressed
“We continue to be impressed by the quality and clarity of Interaction Metrics’ Findings Reports and surveys. They have guided my team on how to stay on the cutting edge of the customer experience.”
Dennis Fitzgerald VP Customer Satisfaction Yaskawa America Inc.
Trusted by leading companies worldwide
Certified Customer Experience Profressional
Customer Experience Professionals Association Foundin gMember
Best in Class CX Thought Leader
A+ Rated Chamber of Commerce
Interaction Metrics gets the 6 sigma black belt certification badge

"*" indicates required fields

Frequently Asked Questions

More Resources

What Is Text Analysis—and Why It Matters for B2B

Text Analysis is the process of transforming written or spoken words into structured insights. In the world of customer experience, that means analyzing open-ended comments from surveys, support channels, or other feedback tools to uncover patterns, sentiment, and priorities. Rather than relying on guesses or assumptions, text analysis provides a data-backed view of what customers […]

May 20, 2026

Survey Text Analysis: What Open-Ends Reveal (That Scores Never Will)

Last Updated: June 5, 2025 Companies obsess over survey scores. But the real gold—the part where customers actually say what they think—is buried in the open-ended responses. These unstructured comments are where customers vent, explain, and suggest. It’s where emotion and insight live. And yes, of course, most companies look at them, usually plugging them […]

June 16, 2016

Analyzing Open Ended Survey Questions—Is AI Your Solution?

Analyzing open ended survey questions is the single most fruitful method for getting meaningful, honest feedback. Employees and customers can express themselves through text and say what’s really on their minds in a way that’s impossible through structured rating questions. Open-ends are your ‘gold’ but extracting the gold is challenging, which is why companies look […]

December 10, 2024

Not Another Word Cloud—Please!

Now that you’ve asked the Net Promoter question, what should you do with the follow-up question? Are you considering simply reading the comments, or using a word cloud to pull out major themes? Geoff Colvin writes in ‘The Simple Metric That’s Taking Over Big Business’ (May 2020, Fortune magazine) the star of Net Promoter is […]

June 19, 2020

Level 1

If you already have your survey designed, power it up with the best software and the experts who know how to use it.

$1500-$3000

Level 2

All your survey questions, logic flow, rating scales, email campaign, and every other step are managed for you.

$6000-$9900

Level 3

Crosstabs, correlations, text analysis, dashboards, and findings decks with next-step actions presented to your team.

Varies by Complexity

Tag icon

Need Something More Tailored?

Not every challenge fits neatly into a package. We build custom research and survey strategies for teams with unique goals, complex audiences, or multi-phase initiatives.

Certified Customer Experience Profressional
Customer Experience Professionals Association Foundin gMember
Best in Class CX Thought Leader
A+ Rated Chamber of Commerce
Interaction Metrics gets the 6 sigma black belt certification badge

"*" indicates required fields