The Peekabox Score
One number that cuts through the noise. Here's exactly how we calculate it — weighted signals, a hype-vs-reality check, and alignment with our editorial verdict so the headline never contradicts the badge.
The Formula
How aggressively the TikTok FYP and Instagram Reels algorithm is pushing this product right now. A product on every For You Page has real momentum — but algorithm reach alone can be manufactured.
Note: High reach ≠ high quality. We discount this signal slightly because it can be gamed with paid promotion.
What actual buyers and commenters say — not the highlight reel. We analyze comment sections, Amazon reviews, and Reddit threads to find the real verdict from people who have used the product.
Note: This is our most heavily weighted signal because it's hardest to fake at scale.
How many influencers are promoting it, and whether that promotion looks organic or paid. A product with 500 micro-creators talking about it unprompted scores higher than one with 3 mega-influencers on brand deals.
Note: Influencer hype is the noisiest signal — gifted products skew this. We weight it lowest.
When influencer hype runs far ahead of real community sentiment, we apply a penalty: if the gap exceeds 25 points, we subtract (gap − 25) × 0.45, capped at 25 total points removed.
Example: hype 85, comments 55 → gap 30 → penalty (30 − 25) × 0.45 = 2.25 points off the base score (before verdict alignment).
Every article has an editorial verdict (the badge). The final Peekabox Score is always clamped into the numeric band that matches that verdict — so you never see “Worth It” on the score strip while the badge says OVERHYPED. Signal math still positions the number within the band (e.g. a mild OVERHYPED vs a severe one).
- WORTH IT → 66–100
- BEST VALUE → 46–65
- OVERHYPED → 26–45
- SKIP IT → 0–25
Score tiers (match verdict bands)
After verdict alignment, the displayed tier label always matches the verdict badge on the article.
Our strongest positive band — strong community sentiment relative to hype, matching a WORTH IT editorial verdict.
Solid real-world value for the price. Aligns with a BEST VALUE verdict — good performance with acceptable trade-offs.
Influencer or algorithmic momentum outpaces what buyers actually report. Matches an OVERHYPED verdict.
Critical reliability or safety concerns. Matches a SKIP IT verdict — we do not recommend buying regardless of trends.
Why we publish our methodology
Most review sites hide how their scores work. The star rating is a black box, the “editor's choice” badge has no definition. We built Peekabox because we were tired of that.
Every number on this site is derived from publicly available signals — TikTok view counts, Amazon review data, and comment sentiment. No brand payments. No undisclosed gifted product scores. If we catch ourselves gaming a metric, we fix the formula and say so.
You can disagree with our weights. That's the point. We want the methodology to be legible enough to argue with.