Research & Review Methodology

How Fintech Blues evaluates financial software: defined use cases, comparable evidence, transparent limitations and no pretend hands-on testing.

A useful shortlist starts with constraints, not a logo grid. This is our standard for future comparisons and buying guides—not a claim that products have already been tested.

1. Define the decision

State the reader, job to be done, geography, company stage, budget model and technical requirements. Separate payment processors from orchestration, subscription billing from merchant of record, and identity verification from broader fraud systems.

2. Establish a defensible candidate set

Explain inclusion and exclusion criteria. Prefer relevant providers with current documentation and clear availability. A shortlist is not the whole market. Paid participation is never an inclusion requirement.

3. Gather comparable evidence

  • Capabilities and limits: official docs, API references and supported integrations.
  • Costs: published fees, required add-ons, minimums, FX, disputes and contract constraints; label quote-only pricing.
  • Operational fit: implementation work, reconciliation, support and migration constraints.
  • Risk: country coverage, stated certifications and dated primary regulatory sources; no unsupported compliance endorsement.

4. Label the evaluation mode

Use “desk research,” “provider demonstration,” or “hands-on test” accurately. For a genuine test, record the version, environment, date, tasks and limits. Never imply production-scale or security validation from a sandbox trial.

5. Make the trade-offs legible

Lead with the best fit for a specific use case, the key drawback, and the evidence behind both. Use transparent criteria, not invented precision or a numerical score with no meaningful basis. Readers should be able to disagree and still understand the reasoning.

6. Maintain the decision

Recheck volatile facts before publication and during substantive updates. Clearly state what could not be verified. Source dates, product changes and reader corrections guide refresh priorities.

Our editorial policy governs independence; commercial disclosures explain paid visibility.