Stars don't move. Reviews do. Read them properly.
Reviews intelligence will cluster marketplace reviews per SKU into themes, sizing, fit, fabric, packaging, color accuracy, delivery, and point to the SKU-level fixes that actually move stars over the next 30 days.
- Ingests marketplace reviews per SKU and clusters into themes, sizing, fit, fabric, packaging, color accuracy, delivery.
- Surfaces the cluster that's costing you stars on this SKU specifically, not a generic 'improve photos' nag.
- Connects clusters to the listing fields that change them (size chart, fabric specifier, image set).
What you get.
Per-SKU, not per-store
A 4.0 star average hides the 2.8-star SKU dragging down a 4.6-star catalog. Reviews intelligence ranks SKUs by review-pull magnitude, so you fix the ones that matter.
Theme clustering
Themes come out of the model, sizing, fit, fabric weight, color accuracy, packaging, delivery experience. You see the count + sentiment per theme on each SKU.
Tied to the listing
Each theme links to the listing field that fixes it. 'Sizing too small' clusters → size chart + variant note. 'Color not as shown' clusters → image set + color-accuracy disclaimer.
What reviews intelligence reads for.
- Sizing, runs small, runs large, vanity sizing, missing chart.
- Fit, body fit vs photo, length, sleeve, neck.
- Fabric, weight, transparency, comfort, durability.
- Color accuracy, vs photo, vs swatch, in real lighting.
- Packaging, damaged on arrival, loose, missing tag.
- Delivery experience, late, wrong product, hard to return.
- Pricing perception, value vs marketplace alternatives.
Practical answers.
Auto-response is not in the A1-adjacent plan. Drafted responses for high-impact reviews are in scope; you approve before sending.
Reviews intelligence ships when each marketplace's review surface is integrated. Ajio first; Meesho follows the Process pillar's Meesho work.
Try it inside your own dashboard.
Free during early access. No card. Forever free under 25 orders/day.