Editorial standards

How we evaluate software

Our goal is to help a specific reader make a defensible buying decision—not to declare one universal winner.

1. Start with the decision

Each guide defines its intended user, job to be done, team size, constraints, and realistic alternatives before comparing features. A tool can be excellent and still be the wrong choice for a particular workflow.

2. Prefer first-party evidence

Pricing, limits, integrations, and program terms are checked against official pricing pages, documentation, help centers, and terms. Material claims include a source and a checked date whenever practical. Unknown facts remain unknown instead of being inferred.

3. Calculate realistic cost

Headline monthly prices rarely tell the whole story. Our comparisons account for common cost drivers such as seats, contacts, usage tiers, add-ons, onboarding requirements, and annual billing commitments.

4. Make trade-offs explicit

Guides identify strengths, limitations, switching costs, and the conditions that would change a recommendation. Where evidence is incomplete, the uncertainty is disclosed rather than hidden inside a score.

5. Separate research from monetization

Affiliate availability is not an editorial scoring factor. A product may be recommended without an affiliate relationship, and a commission-paying product may receive a negative assessment or no coverage at all.

Corrections and updates

SaaS pricing and capabilities change frequently. Each published guide shows its review date. We correct material errors when we identify them and re-check time-sensitive claims against first-party sources.