[Brand signals](https://rewalto.com/data/brand-signals) REWALTO / BRAND SIGNALS # Ratings over time Live Every change in a product’s rating, rating count and review count, per retailer and pin code, by IST day. Ratings over time tracks a product's star rating and its rating and review counts on each retailer, day by day. As of 17 Oct 2026: 10 retailers, updated daily at 13:30 IST. Reads cost 1 credit per 10 rating changes. Source: Rewalto's readings of public app pages. [Open this dataset](https://app.rewalto.com/library/rr_rating_series)[Start free: 1,000 credits a month](https://app.rewalto.com/sign-up) Review the published rate before requesting records. A page is read only when you choose to run it. Coverage : 10 retailers Measured 17 Oct 2026, 5:30 am IST Freshness : Daily at 13:30 IST Not measured yet Published rate : 1 credit / 10 rating changes Only delivered data is charged Filters : 5 Retailer · Retailer product ID · Pin code · From day · To day Plan your filters ## How are this product’s ratings changing? Choose a retailer, then narrow by its product ID, pin code and date range. Compare rating values and rating and review counts. Retailer (required)Retailer product IDPin codeFrom dayTo dayRecords per page Continue with these filters Planning only. No data request is sent and no credits are used. Review the rate and choose Run query in your dashboard. Fields returned by this dataset - Retailer - Product ID - Pin code - Day - Rating - Ratings - Reviews - Checked ## What is covered Coverage from this catalogue entry | Measure | Coverage | Context | | --- | --- | --- | | Retailers | 10 marketplaces and quick-commerce appsMeasured 17 Oct 2026, 5:30 am IST | From the product pages and search results Rewalto already reads: no extra request. | | What is kept | Changes onlyMeasured 17 Oct 2026, 5:30 am IST | A row is written on a day the rating, rating count or review count changed, so the history is a change log. | | Rating changes kept | Not measured yetNot measured yet | Counted after the first daily run (23 Oct 2026). | ## Sample records A live sample is not available yet. No example records are substituted. The catalogue entry describes the available fields. ## Use it in your workflow Use the same dataset through the dashboard, API, CLI or an agent. ### API `GET /v1/data/ratings` Use a signed-in session or a key with permission to read data. Keep keys on your server. [Read the API documentation](https://rewalto.com/developers/docs/data) ### CLI `rewalto data ratings` Apply the same filters and page size as the API. Review the published rate first. [Set up the CLI](https://rewalto.com/developers/docs/cli-mcp) ### MCP `list_rating_changes` Connect your agent at `mcp.rewalto.com/mcp`. Data access uses the same account permissions and rates. [Connect your agent](https://rewalto.com/guides/mcp-server-india-data) ## Published rate 1 credit / 10 rating changesRate card 6 · available reads - Only delivered data uses credits. - An empty page costs nothing. - Re-reading identical data within seven days is free. - Each completed page shows the credits charged by the API. ## Filters - Retailer required - Retailer product ID - Pin code - From day - To day Day ranges are inclusive, in India Standard Time. ## More brand signals [**YouTube brand mentions**Brand mentions, views and likes on YouTube](https://rewalto.com/data/brand-signals/youtube-brand-mentions) [**Banner ads in search**Sponsored banners in Zepto and Instamart search](https://rewalto.com/data/brand-signals/banner-ads-in-search) [**D2C promo calendar**When brand stores run sales, and how deep](https://rewalto.com/data/brand-signals/d2c-promo-calendar) [**Brand promo emails**Offers, codes and sale dates brands email out](https://rewalto.com/data/brand-signals/brand-promo-emails) [**Competitor ad launches**Google ads that competitors run in India](https://rewalto.com/data/brand-signals/competitor-ad-launches) ## Questions people ask What is in the ratings over time data? : Each record covers ratings, rating count, review count, rating movement and review velocity. The fields table on this page lists every field with its type. How much coverage does it have, and how fresh is it? : 10 retailers, as of 17 Oct 2026. It is updated daily at 13:30 IST. How much does it cost? : 1 credit per 10 rating changes, charged only for data delivered. A read that returns nothing costs nothing, and every account gets 1,000 free credits a month. Is there an API? : Yes: GET /v1/data/ratings on the Rewalto API. AI agents can use the list_rating_changes tool over MCP (preview). Coverage, status, examples and published rates come from the catalogue entry. Measurement dates appear with each figure. --- Canonical page: https://rewalto.com/data/brand-signals/ratings-over-time Last content change: 2026-10-29