Regional Insights
Star ratings by sales channel and region — the same products rate differently depending on where they're sold.
Star ratings by sales channel and region — the same products rate differently depending on where they're sold.
Star ratings by sales channel and region — the same products rate differently depending on where they're sold.
Every retailer ranked. Whiskers are 95% CIs; dashed line is the 4.0★ risk threshold; Δ = change vs the prior period.
Review volume (log scale) against average rating. Bottom-right = high volume + low rating = most reputational exposure.
Full 1–5★ mix per channel (share of each rating), sorted by average — a big 1-star tail vs. a broad downward shift are different problems.
Channels with enough reviews in the selected market, ranked by average rating. Δ = change vs the prior period.
The same item across the channels it sells on. Indigo line = product's cross-retailer average; Δ = change vs the prior period.
Each product by its cross-retailer average (x) vs. how many channels rate it >0.3★ below that (y). Bottom-right = one bad channel; top-left = weak everywhere.
Ratings on the 1–5 scale; channels shown only where they clear the review threshold. Δ = change vs the prior ~2-week period (shown only where both windows have enough reviews). SharkNinja reviews only (axion-ray feed, organic); aggregate only, no personal data. Compares review averages by channel — not on its own a verified quality difference.