How to evaluate a product feed in 15 minutes

A practical 15-minute review

A quick feed review is not a full audit. It is a way to find the biggest risks before spending time in campaign settings, channel diagnostics or manual product edits.

Use the first few minutes to check whether the feed is readable and whether the product count looks realistic. If the feed has too few products, cannot be parsed or contains unexpected fields, solve that before reviewing product quality.

• Check whether the feed URL or file is accessible.
• Confirm the product count looks realistic.
• Review required fields and fill rates.
• Check product identifiers.
• Inspect titles and descriptions.
• Open a few image links.
• Compare price and availability values with product pages.
• Review categories and product types.
• Manually inspect several important products.

Use samples, not just totals

Feed-level totals are useful, but they can hide product-level problems. A field may be 95 percent filled and still be missing on your most important products. A title field may be fully filled but still contain weak internal names.

After checking fill rates, inspect a few products manually. Choose important products, recently added products and products from different categories. Open image links, compare prices with product pages and check whether titles and categories describe the actual item.

This sample review helps you decide whether the problem is isolated or structural.

What a good quick review should produce

At the end of a 15-minute review, you should know whether the feed is readable, whether required fields are mostly complete, and which product data areas deserve deeper attention.

You should also have a short list of next actions. For example: fix duplicate IDs, map brand correctly, improve titles for the top categories, or check why sale prices do not match product pages.

The result does not need to be a long report. A clear issue list is enough to decide whether the feed is ready to submit or needs source-data work first.

Why this matters

Fast checks help separate obvious feed problems from deeper channel, account or campaign issues.

Common mistakes

• Starting with campaign settings before checking the feed.
• Checking only the first product in the feed.
• Ignoring products with missing or unusual values.
• Forgetting to compare feed data with the live product page.

Practical recommendations

• Use automated checks for structure and fill rates.
• Use manual review for title, image and category quality.
• Keep notes on recurring patterns so fixes can be made at the source.
• Repeat the review after major shop, export or catalog changes.

Related field guides

• Google Shopping Field Guide
• Microsoft Shopping Field Guide

Related articles

• 10 common product feed mistakes
• The difference between a valid feed and a profitable feed