How We Research
Transparency about our process, because trust starts with honesty.
Our Process
1. Research
We use AI-assisted research (powered by Claude) combined with web search to gather current product data, specifications, pricing, and real user reviews from multiple sources. Our AI tools help us process and synthesize large amounts of product information quickly.
2. Curate
From the research, we select 3-4 top products per category based on user ratings, value for money, build quality, and real-world usability. We prioritize products that consistently receive positive feedback across multiple review platforms.
3. Score
Each product is scored on our 5-point scale across four criteria. The final rating is a weighted average that prioritizes what matters most to home cooks.
Scoring Criteria
| Criteria | Weight | What We Look For |
|---|---|---|
| Materials & Build | 30% | Durability, material quality, construction standards |
| Ergonomics & Usability | 25% | Comfort in hand, ease of use, cleaning difficulty |
| Value | 25% | Price-to-quality ratio, included accessories, warranty |
| Durability | 20% | Long-term reliability based on user reports and materials |
AI Transparency
We believe in being upfront about our tools. Our content is AI-assisted: we use Claude (by Anthropic) for research synthesis and initial content drafting, combined with web search for current product data and pricing. This lets us cover more products more thoroughly than a small team could alone.
What AI does not replace: editorial judgment about which products to recommend, the scoring criteria above, and our commitment to honest, unbiased recommendations. Every recommendation reflects our research-backed opinion, not paid placement.
Affiliate Disclosure
Proven Pantry earns commissions through the Amazon Associates program. When you click a product link and make a purchase, we may receive a small commission at no extra cost to you. This is how we fund our research.
Affiliate relationships never influence our ratings or recommendations. We recommend products we genuinely believe in, regardless of commission rates. Products that don't meet our standards don't appear on the site.
Editorial Independence
No brand pays for placement or influence on Proven Pantry. Our recommendations are based solely on our research and scoring criteria. If a product doesn't earn its rating, it doesn't make the cut.
Questions about our process? Get in touch.
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