Glossary

product ratings

product ratings is numeric scores and verdicts assigned to individual product models by an independent testing organization; RTINGS.com Lab-Tested Reviews records "reviews, scores". In Datadory's catalog of 1,744 datasets, RTINGS.com Lab-Tested Reviews and Consumer Reports Ratings Hub coverage are working examples.

What is product ratings?

Numeric scores and verdicts assigned to individual product models by an independent testing organization.

In this industry slice, Consumer Reports and RTINGS both publish one rating per model per category, with RTINGS deriving scores from dozens to hundreds of individual lab tests.

In this catalog it appears concretely: - RTINGS.com Lab-Tested Reviews — "reviews, scores". - Consumer Reports Ratings Hub coverage — "One rating per model per category".

Why does product ratings matter when choosing a dataset?

A label on a listing is not a deliverable. Teams that license on the strength of a product-name match routinely find the shipped files cover a narrower slice than they assumed, and backfilling history afterwards costs more than the license ever did.

The failure mode is concrete: the label appears in a listing, the delivered files tell a different story, and the gap surfaces mid-project when fixing it is most expensive.

You rarely have to take a vendor's word for it. 82.4% of the 1,744 datasets Datadory catalogs are free to access, and RTINGS.com Lab-Tested Reviews lets you inspect the real artifact before any budget is committed.

How do you evaluate product ratings in a data source?

Treat every claim of this attribute as testable:

  1. Open RTINGS.com Lab-Tested Reviews and confirm its record — "reviews, scores" — against the files you actually receive.
  2. Open Consumer Reports Ratings Hub coverage and confirm its record — "One rating per model per category" — against the files you actually receive.
  3. Pin down update cadence in writing. Across this catalog, 22.6% of 1,744 datasets refresh daily and 64 still arrive only through a manual request form, so ask exactly how fresh each release is.
  4. Check whether definitions are verified at all. Field definitions are verified for 1495 of 1,744 datasets (85.7%), and any source you license should meet that bar.
  5. Price the delivery route before the license. In this catalog bulk download is the most common access method (725 datasets) ahead of official APIs (574), and 379 sources still require scraping — a maintenance cost that lands on you, not the vendor.

See the term applied to real records: consumer-electronics data.

Adjacent concepts worth reading next: - benchmark score - lab testing - paid membership - reliability prediction

Frequently asked questions

What is an example of product ratings?

RTINGS.com Lab-Tested Reviews is the clearest example in this catalog. Its record states: "reviews, scores". Across all 1,744 datasets Datadory averages a quality score of 7.81 out of 10, so a named example can be weighed rather than trusted blindly.

Is data described as "product ratings" free to use?

Treat access and permission separately. 82.4% of the 1,744 datasets in this catalog are free to access, but 235 are freemium and 61 are paid outright, so confirm both the price and the license on the exact distribution before building on it.

How do I verify a source really provides product ratings?

Open RTINGS.com Lab-Tested Reviews next to Consumer Reports Ratings Hub coverage and compare the promise with the download. Field definitions are verified for 1495 of 1,744 datasets (85.7%), which makes that check fast inside the catalog and manual outside it.

Datasets containing this field

Datasets containing product ratings

6 datasets carry product ratings in the catalog. Open one, count the fields, judge for yourself.

Consumer Electronics

Bankrate Mortgage and Financial Product Rates

Consumer Electronics

Data.gov Electronics Tagged Datasets

Consumer Electronics

ENERGY STAR Certified Products & Dataset

Consumer Electronics

GSMArena Phone Database

Consumer Electronics

Icecat Open Catalog

Manufacturer part number (Prod_ID) · Brand · GTIN / EAN / UPC …+9 more

Consumer Electronics

Price History Tracker (Amazon/Flipkart)

Every listing shows the field dictionary, sample rows, and coverage before you commit. API, files, or your warehouse. Daily, weekly, or hourly.

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