Transparency matters. Here's exactly how we create our book guides, what our ratings mean, and why you can trust them.
Every book guide on Sort By Cravings is based on a complete read-through. We don't skim. We don't rely on publisher summaries. We don't scrape reviews. The person profiling the book has read it cover to cover before writing a single word.
Each book receives a mood profile with ratings from 0 to 10 across six dimensions:
Our spice ratings are calibrated against reader consensus, not our personal preferences:
Tropes are mapped directly from the text, not from marketing copy. We identify recurring patterns (enemies-to-lovers, found family, unreliable narrator, etc.) and tag them only when they're genuinely present in the story. Mood tags reflect how the book feels to read, not how it's marketed.
Before publishing, we cross-reference our ratings against reader reactions across BookTok, Goodreads, and Reddit (500+ community posts per major title). If our assessment significantly diverges from reader consensus, we re-evaluate and note the discrepancy.
We flag potentially sensitive content (violence, sexual assault, abuse, addiction, etc.) without spoiling plot details. Our warnings err on the side of caution — we'd rather over-flag than under-flag.
Every guide includes a "skip if" section that honestly tells you reasons you might not enjoy this book. We believe a good recommendation isn't just about who should read something — it's about who shouldn't waste their time.
Some links on Sort By Cravings are affiliate links (Amazon, Bookshop.org, Audible). We earn a small commission when you purchase through these links at no extra cost to you. Affiliate relationships never influence our ratings, rankings, or recommendations. A book doesn't rank higher because it pays us more. Period.
If you spot an error in any guide — wrong page count, inaccurate spice rating, missing content warning — email us at hello@sortbycravings.com and we'll fix it within 48 hours.