Editorial Standards

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Review Voice

All reviews on Coffee Bean Index use an analytical voice by default. The coffee is the subject. Reviews describe what the coffee is and does — not what a taster found or what buyers report.

First-person consumption claims (“I tasted,” “I brewed”) appear only on reviews explicitly marked as personal reviews by the site author. Crowd attribution (“buyers say,” “reviewers report”) is never used.

AI-Assisted Content

Some content on this site is generated or assisted by AI systems using structured product and review data.

Reviews are generated using structured product data, public tasting notes, roast information, and editorial evaluation criteria. Unless explicitly marked as personal reviews, content should be understood as analytical commentary rather than firsthand consumption experience.

Ranking Criteria

Rankings use the site’s standing preferences as the critical lens:

• Clean finishes over lingering bitterness
• Forgiving brew profiles over finicky ones
• Value-driven pricing over brand premiums
• Bright, defined flavors over muddy complexity
• Espresso that works without a $2,000 machine is worth more than espresso that doesn’t

Affiliate commission rates do not affect rankings or recommendations.

Price Data

Prices are updated daily from Amazon and direct roaster sites. Historical price data is stored and displayed on bean pages. The “Price Analysis” section of each review references 30-day average pricing from the price history database.