Review Methodology

How we research tools

Every tool in our directory is researched from primary sources before publication:

1. Vendor documentation — we read the product docs, not just the landing page.
2. Pricing pages — we record the actual published pricing model and starting price, or note "quote only" when the vendor doesn't publish.
3. Integration directories — we verify claimed integrations against the vendor's own integration listings.
4. Independent sources — we consult G2, community discussions, and public reviews to understand limitations and customer experiences.

What we publish

We distinguish between:

• Directory listings — verified basic metadata (name, category, pricing model, integrations, website).
• Standard reviews — a structured review covering features, pricing, strengths, limitations, and verdict.
• Comprehensive reviews — a deep editorial review with verified sources, pricing tables, and detailed analysis.

We do not label every imported tool as "reviewed." A large inventory of verified basic listings is acceptable; we don't automatically create thin review pages from incomplete records.

What we don't do

• We don't publish fabricated numerical ratings.
• We don't claim hands-on testing we haven't performed.
• We don't invent user reviews or testimonials.
• We don't reproduce vendor marketing copy as editorial content.
• We don't publish affiliate discounts or bonuses we haven't verified.

Verification dates

Every tool record includes a last-verified date. We flag records that haven't been verified in 90 days for refresh.

Affiliate relationships

Some links to vendor websites are affiliate links. We may earn a commission when you sign up through these links, at no cost to you. This never influences our editorial content. See our Affiliate Disclosure for full details.