Why Software Companies Are the Riskiest Category We've Measured

We ran our churn signal analysis across 593 real Software & Web Services companies — SaaS products, web platforms, developer tools, the range of what the category covers on Trustpilot. The result surprised us: this is now the highest-risk industry we've measured, ahead of every category we've published on before.

Software isn't just risky — it's currently the riskiest category on the board, and by a real margin, not a rounding error. The median company in this category scores 40 out of 100 on our churn signal, a full 12 points above General Retail's median, and only 19.6% of Software & Web Services companies land in our low-risk band — the smallest low-risk share of any industry we've measured.

That's a strange result on its face. Software is supposed to be the sticky category — subscriptions, contracts, integrations, migration costs, all the friction that's meant to keep a customer locked in once they've built a workflow around a tool. Our churn signal is built from three things: negative review share, sentiment trend over time, and how often reviewers use language that signals they're actively leaving or switching. It's that third piece where this category stands apart.

Whatever contractual friction exists on paper, it isn't stopping people from saying, in public, that they're leaving. When we looked at what's actually driving the complaints, two themes stood out well ahead of the rest.

That combination tracks with a familiar pattern: a support channel that goes quiet right when something breaks, paired with billing that doesn't feel like what was promised at signup — a renewal price that jumped, a plan that auto-upgraded, a free trial that became a charge nobody remembered agreeing to. A shipping delay is annoying but finite. A subscription you can't get anyone to explain or cancel reads as something closer to being trapped, and that shows up directly in how people write about it.

The trend data adds a wrinkle, though — this isn't a category in freefall. Sentiment is worsening at 27.2% of these companies, but improving at 29% and holding stable at the rest, a near-even split. Software reputations seem to move fast in both directions rather than sliding steadily downward — a bad month of support tickets can tank the numbers quickly, and a real fix can turn them around just as fast. There's little of the slow, ambient stability we saw writing about Shopping & Fashion.

None of this means every software company is in trouble — a category average still leaves plenty of companies sitting comfortably in that 19.6% low-risk band. But it does mean that if you're running a software product and assuming your pricing model or your contracts are doing your retention work for you, the reviews of your own category say otherwise. Communication and pricing clarity, not lock-in, look like where the real risk actually lives.

You can look up the real, current churn signal for any Software & Web Services company — or any company we've analyzed — on CustomerEye, free, with the full reasoning shown alongside the number.