Star ratings on Indian shopping apps
1,91,137 of 2,80,094 listings read across 9 apps carry a star rating. Star ratings only: we hold no review text, so this is not sentiment.
Or explore current data: datasets, sources, coverage and availability.
- As of
- 23 Oct 2026
- Period
- 17 to 23 Oct 2026
- Listings read
- 2,80,094
What we found
- 9Apps with a reportEach cleared the floors for rated listings and days.
- 17Categories3,329 listings have a page of their own.
- 2,80,094Listings read1Products we saw on an app in the period, across all apps.
- 1,91,137Rated listings2of 2,80,094 read, counting only a rating above 0.
Coverage comes first for every app, because the median rating describes only the products that show one. Ratings sit close together, so the spread matters as much as the median. Figures are per app and are never averaged across apps.
Each app’s own ratings
| App | Listings read | Rated3 | Median rating | Spread4 | Median ratings given5 | Under 4.0 | Rating bands |
|---|---|---|---|---|---|---|---|
| Ajio | 4,370 | 77% | 4.1 | 3.5 to 4.6 | not shown | 29.7% | |
| Amazon India | 49,345 | 76.1% | 4.1 | 3.7 to 4.4 | 387 | 27% | |
| Blinkit | 15,962 | 74.9% | 4.5 | 4.1 to 4.7 | not shown | 6.8% | |
| Flipkart | 1,23,154 | 52.7% | 4.1 | 3.7 to 4.4 | 215 | 25.2% | |
| Myntra | 5,551 | 69.6% | 4.5 | 4.2 to 4.6 | 1,440 | 3.4% | |
| Nykaa | 10,535 | 83.5% | 4.3 | 4.0 to 4.6 | 524 | 5.8% | |
| Purplle | 3,357 | 67.3% | 4.3 | 3.8 to 4.5 | 182 | 16.4% | |
| Tata 1mg | 9,281 | 38.7% | 4.3 | 3.9 to 4.5 | 89 | 13.7% | |
| Zepto | 58,539 | 93.8% | 4.6 | 4.3 to 4.8 | 1,586 | 3.5% |
- Under 3.5 stars
- 3.5 to 3.9 stars
- 4.0 to 4.4 stars
- 4.5 or more stars
Categories
| Category | Apps | Rated listings | Listings with a page |
|---|---|---|---|
| Audio electronics | Flipkart | 2,991 | 200 |
| Baby care | Amazon India, Nykaa, Tata 1mg | 2,616 | 200 |
| Fitness and nutrition | Amazon India, Flipkart, Nykaa, Tata 1mg | 8,418 | 200 |
| Footwear | Amazon India | 4,126 | 200 |
| Grocery staples | Blinkit, Zepto | 4,341 | 200 |
| Home care and cleaning | Amazon India, Flipkart | 6,540 | 200 |
| Home decor | Amazon India, Flipkart | 12,822 | 200 |
| Jewellery and accessories | Flipkart | 535 | 129 |
| Kitchen appliances | Amazon India, Flipkart | 5,339 | 200 |
| Makeup | Ajio, Amazon India, Flipkart, Myntra, Nykaa, Purplle | 17,383 | 200 |
| Mobile and computer accessories | Flipkart | 4,994 | 200 |
| Over-the-counter health | Amazon India, Blinkit, Tata 1mg, Zepto | 11,097 | 200 |
| Packaged food and beverages | Amazon India, Flipkart | 8,843 | 200 |
| Personal care | Ajio, Amazon India, Blinkit, Flipkart, Myntra, Nykaa, Purplle, Tata 1mg, Zepto | 83,620 | 200 |
| Pet care | Amazon India, Blinkit | 2,429 | 200 |
| Snacks and health food | Amazon India, Flipkart, Tata 1mg | 6,554 | 200 |
| Stationery and toys | Amazon India, Flipkart | 8,489 | 200 |
Slices we did not publish, and why
- More rated listings clear the floor than the 200 shown per category (a fair share from each app, then the most read). The rest have no page of their own and are counted in the category figures.
- Apps we read too thinly or too recently to publish are not listed here. They appear when they clear the same floors.
How these figures are made
We read public product pages on named apps, about once a day. For each listing we take the star rating on its last reading in the period1, and the rating count where the app shows one. The period is the seven days to 23 Oct 2026.
Rated = rating above 0 and (no count shown, or count of 10 or more)
Coverage = rated listings ÷ listings read
A page appears only when its slice clears a floor: 30 rated listings and 5 days for a category on an app, 500 rated listings for an app. A slice under a floor is listed on the type page with the reason. A median outside 3.0 to 4.9 is held and checked before it is shown. Rewalto names a listing only for a neutral fact, and no seller or reviewer is ever named. Read the full method.
Questions people ask about this report
Is this review sentiment?
No. It is the star rating an app shows next to a product, and how many people gave one. We hold no review text, so there is no sentiment, theme or quote here.
Why do some apps have far fewer rated products than others?
Apps differ in how many of their products show a rating at all. Coverage, the share of products we read that carry a rating, is the first figure for every app, because the median rating describes only the rated ones.
How is an app’s rating worked out?
We take each rated listing’s own rating on its last reading in the period, then report the median and the 10th and 90th percentile across that app’s rated listings. Ratings are never averaged across apps.
Why does a listing not have a page, or not show a rating?
A listing needs a star rating above 0 and, where the app shows a count, at least 10 ratings, and it must have been seen on at least 4 days. A rating of 0 means not rated yet, and is left out rather than counted as zero.
Does Rewalto rank products by rating?
No. Listings are shown alphabetically and never ordered by rating.
Notes
- The rating we use for a listing is the one on its last reading in the period, taken from the product page. It is the app’s own figure. Rewalto does not rate products. Back
- A listing counts as rated when the app shows a star rating above 0 (0 means not rated yet) and, where the app shows how many people rated, at least 10 ratings. Back
- Coverage is the share of the listings we read in the period that carry a rating. The median and the spread describe only the rated ones, so a low coverage means they describe a minority of what the app sells. Back
- The 10th and 90th percentile: one rated listing in ten is at or below the first figure, and one in ten is at or above the second. The median is the middle listing. Back
- Where an app shows how many people rated a product we quote that number. We read no count from Blinkit, so a Blinkit rating cannot be told apart from one given by a single shopper. Back
Rewalto measures public retail surfaces. No retailer or brand named here has a relationship with Rewalto unless that is stated.