SAMPLE 1 — Real tested result: pricing vs. data-loss severity Input: CONTENT TYPE: product reviews ANALYSIS GOAL: general theme overview PRODUCT OR CONTEXT: a subscription-based note-taking and file-sync app Feedback: A bit pricey for what it is, but honestly it's saved me so much time I don't mind paying. Wish it was cheaper, but I use it every day so I guess it's worth it. The subscription price keeps going up and I'm starting to wonder if it's still worth it, though I still use it daily. Great app overall, just a little expensive compared to free alternatives. Love the interface, price is a bit much but the sync speed makes up for it. I cancelled my subscription after it wiped out three months of notes with zero warning. Support never even responded to my ticket. It's a good app but yeah, kind of pricey for a note-taking tool. Not cheap, but I've tried the free alternatives and they don't compare. I lost all my project notes overnight after a sync error, and when I reached out to support I got no response for two weeks. Pricing is on the higher end but the features justify it for my use case. Solid app, a bit costly, but reliable so far. Would love a cheaper tier for students, otherwise really happy with it. The color scheme in dark mode could be nicer, but that's a minor thing. Price is steep but I've been a happy user for two years now. Great note organization features, just wish it was more affordable. Output: Across the 15 reviews, there are two especially strong recurring patterns, plus one secondary positive pattern. Recurring themes Theme: Subscription price feels high, even among satisfied users. Frequency: 12 of 15 reviews. Severity: mostly minor-to-moderate negative; customers repeatedly object to price but most don't describe it as a reason to leave. Evidence: "A bit pricey for what it is" / "Price is steep but I've been a happy user for two years now." Theme: Catastrophic sync or data loss combined with unresponsive support causes churn. Frequency: 2 of 15 reviews. Severity: very high, strongly negative; both affected reviewers lost important notes, received no adequate support, and explicitly left the product. Evidence: "wiped out three months of notes with zero warning" / lost project notes with two weeks of no support response. Frequency vs. severity distinction: Pricing is high-frequency but generally lower-severity — most of the 12 reviewers remain positive or continue subscribing. Data loss and support failure is low-frequency but extremely high-severity — only two reviewers describe it, but both led directly to cancellation. These need different operational responses: pricing is a broad value-perception issue, while data integrity is a narrower but potentially trust-destroying failure mode. What's not clearly supported: this sample does not establish that the app has a widespread reliability problem, that support is generally poor, or that lowering price would improve retention — a larger, more representative dataset would be needed for those conclusions. Sample size caveat: this is only 15 reviews, so counts describe this batch but shouldn't be treated as prevalence estimates for the full customer base. The two data-loss reports are enough to flag for investigation, not enough to establish incidence rate.