What 2,300 gym reviews say about where members actually leave
Four UK gyms and health clubs all score positively on Trustpilot. Group the reviews and the same split appears: members love the workout and resent the way out.
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What letting agency reviews actually tell you
The day-to-day property managers get glowing reviews. The deposit return gets "the worst service we've ever received." Both are true, and the average hides it.
Why car warranty review scores hide the claims experience
A car warranty's Trustpilot score is mostly written about the welcome call, not the claim. Here is how to read past the average to the bit that matters.
Purplebricks customers love the agents. The weak point comes after they pay.
Purplebricks' agents are genuinely liked. The reviews turn negative in one place, after payment, and the same pattern shows up in any pay-upfront business.
How to Use Feedback Analytics to Reduce Customer Churn
Most teams keep churn data and feedback data in separate workflows. Connect them and your feedback becomes an early warning system for cancellations.
Admiral wins on price. The claims reviews are where it gets handed off.
Admiral has one of the strongest pricing and buying experiences in UK motor insurance across 1,000 Trustpilot reviews. The claims reviews, especially the ones handed to a third party, tell an almost opposite story.
Aviva looks fine on Trustpilot until you make a complaint
Aviva scores +30 across 1,000 Trustpilot reviews, with strong pricing and a well-liked website. The reviews about making a complaint score -91. A topic-by-topic look at where the split sits.
What a Trustpilot star rating doesn't tell you
A star average is shaped as much by how a company collects reviews as by how good it is. We compared UK energy and insurance reviews on the same platform, and the gap had little to do with quality.
Saga is built on looking after older customers. Its admin is where that slips.
Saga's agents are the best-reviewed frontline staff in our set of UK insurers, living up to a brand built on looking after older customers. The automated admin around them is another story.
esure makes buying easy. Claiming is where the reviews turn.
esure has one of the smoothest buying experiences in UK motor insurance across 1,000 Trustpilot reviews. The reviews about making a claim tell an almost opposite story.
Direct Line wins on price, then tests your loyalty at renewal
Direct Line's most praised feature across 1,000 Trustpilot reviews is its price. Its most contested one is also its price, at renewal. The gap between the two is the loyalty penalty in plain sight.
Hastings Direct is great value until you need to cancel
Across 1,000 Hastings Direct Trustpilot reviews, getting a quote is one of the most positive topics in UK motor insurance and cancelling a policy is one of the most negative. The same star rating covers both.
Feedback Analysis
Marshmallow's customers love the staff. The app keeps getting in the way.
Marshmallow's support staff are the best-reviewed thing it has. The hard part, across 1,000 reviews, is reaching them when the app or the AI gets something wrong.
Feedback Analysis
Every UK insurer looks fine on Trustpilot until something goes wrong
Nine UK insurers score well on Trustpilot overall. Read the reviews topic by topic and the claims, complaints and cancellation experiences tell a very different story.
Sunbeam vs Enterpret: Which AI Feedback Analytics Tool Is Right for You?
Compare Sunbeam and Enterpret on setup, automation, pricing and team fit. Sunbeam is zero-config and free up to 1k comments; Enterpret targets enterprise.
Best AI Tools for Customer Feedback Analysis 2026
Six AI feedback analysis tools compared on price, depth and team fit. Includes Sunbeam, Thematic, Enterpret and three more, with picks by use case.
How to Analyze Customer Feedback Automatically with AI
AI customer feedback analysis automates theme detection, sentiment scoring and impact attribution across surveys, tickets and reviews. Workflow guide for CX teams.
Feedback Analysis
Why aggregate review scores hide the signal that matters
Three case studies show the same pattern. Aggregate sentiment is a bad starting point. What surfaces actionable signal is segmentation, and the right kind depends on what's hiding the signal.
Feedback Analysis
Reading Discord's reviews beyond the privacy headlines
1,854 Discord App Store reviews. Filter out the privacy headlines and there's a separate, distinct monetization signal underneath worth a separate look.
Feedback Analysis
Trading 212 reviews split sharply by use case
926 Trading 212 App Store reviews split sharply by use case. Beginners are happy, active traders aren't, and 13 customers want one specific UI revert.
Feedback Analysis
99 MyFitnessPal customers want a classic-look toggle back
99 of 1,981 MyFitnessPal App Store reviews ask for the same thing - a way back to the old interface. The strongest single signal in a post-redesign review pile.
Survey Methodology
Matrix Questions: When Side-by-Side Comparisons Make Sense
Matrix survey questions stack Likert rows in a grid. When they help, when they hurt response rates, and the row limit and mobile rules that keep them usable.
Survey Methodology
How to Use Thumbs Up/Down Questions in Your Free Online Surveys
Thumbs up/down survey questions strip feedback to a binary verdict. When to use them, where they break down, and how to pair them with a comment box.
Survey Methodology
How to Use Star Rating Questions in Your Free Online Surveys
Star rating survey questions are easy to understand but easy to misuse. When five stars beats a Likert scale, the labelling pitfalls, and how to read results.