Our Methodology
How We Evaluate Products
For comparison articles, we evaluate products across consistent criteria relevant to each category. For budgeting apps, this means testing account syncing reliability, budgeting methodology, ongoing effort required, value for money, and handling of complex financial situations. For accounting software, we assess ease of setup, feature completeness, integration ecosystems, pricing transparency, and support quality.
We test products by using them — connecting real accounts, running real transactions through them, and evaluating them over weeks rather than hours. Where hands-on testing is cited, it reflects genuine usage, not a brief walkthrough.
How We Make Recommendations
We name winners. Every comparison article identifies a recommended product for the target audience, with clear reasoning for the recommendation. We also name the best alternatives for specific use cases (budget-conscious users, power users, couples, freelancers, etc.).
Our recommendations are based on product quality, not revenue potential. We earn no affiliate commissions and have no financial relationship with any product vendor. The same recommendation would stand regardless of whether a product had an affiliate programme.
Data Sources
Our reporting draws on publicly available data including:
- NAIC (National Association of Insurance Commissioners) complaint indices and financial stability data for insurance coverage
- AM Best, Demotech, and S&P financial strength ratings for insurer assessments
- BBB (Better Business Bureau) complaint data and customer ratings
- SEC filings and enforcement actions for public companies and regulatory coverage
- CFPB (Consumer Financial Protection Bureau) complaint database and regulatory guidance
- NAPHIA (North American Pet Health Insurance Association) data for pet insurance market analysis
- Company financial disclosures, earnings reports, and press releases
Where we cite specific statistics, we attribute the source. Where data is unavailable or unreliable, we say so rather than speculate.
Review Standards
Product reviews use our Sceptical Reviewer voice. This means we approach vendor marketing claims with professional scepticism, compare stated benefits against observable performance, and highlight gaps between marketing and reality. We don't assume products work as advertised — we verify.
Reviews include both strengths and weaknesses. A positive review still addresses limitations. A critical review still acknowledges genuine strengths.
Updates and Corrections
We review and update high-priority content regularly to reflect pricing changes, new product features, regulatory developments, and market shifts. All articles display publication and last-updated dates.
If we make a factual error, we correct it promptly and note the correction. If a recommendation changes based on new information, we update the article and explain why.