What is the most common cause of low ratings in Amazon's food e-commerce?

More than half of the issues are related to delivery and packaging problems, such as broken bottles, poor temperature control, and improper placement during delivery.

What food categories were included in the survey?

The five categories are frozen foods, seasonings and oils, health foods and supplements, snacks and sweets, and dried goods and canned foods.

Why is there a difference in low rating rates across categories?

The gap between expectations and reality affects the low rating rate. For example, frozen foods (29%) have a higher rate than snacks (6%) due to quality inconsistencies and delivery issues.

What measures should food e-commerce businesses take before investing in advertising?

Strengthening packaging, ensuring proper temperature control, reviewing delivery settings, and providing accurate information about origin and quantity on product pages can help prevent low ratings.

Where can I obtain GOAT Corporation's analysis report?

It is available for free on the official website of GOAT Corporation.

Amazon Food E-commerce Review Analysis Report: The Common Structure of Best-Selling Products

Published May 26, 2026 11:00 PM ・ Updated Jun 14, 2026 4:53 AM ・ 3 min read ・ Source: PR TIMES

GOAT has released a free report analyzing 639 customer reviews of top 50 food products on Amazon. The analysis reveals that the majority of negative reviews are caused by logistics, packaging, and information gaps rather than product quality.

GOAT has released a free report titled "Amazon Food E-commerce Review Analysis Report: Category and Rating-based Insights." The report analyzes 639 customer reviews from the top 50 Amazon food products across five categories, offering unique insights for e-commerce operators.

Analyzing the low-rating rates of 29% for frozen foods and 26% for condiments, the study finds that the primary driver of negative feedback is not "lack of taste," but logistics and packaging issues, such as broken jars, partial defrosting, or poor delivery placement.

Most root causes of low ratings in Amazon food e-commerce stem from flaws in "pre-delivery design." Focusing solely on product development is insufficient; strengthening packaging, monitoring temperature, and reviewing delivery settings are more effective strategies for mitigating negative reviews than increasing ad spend.

Key contents included: - Categorical analysis of low-rating rates: Explaining the variance from 6% (snacks) to 29% (frozen food). - Frozen Food: Quality inconsistency and delivery/defrosting issues. - Condiments/Oils: Packaging damage and information gaps regarding product origin. - Health Foods: Lack of trust regarding origin labeling. - Cross-category analysis: Shared structures of high-rating vs. low-rating factors.

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Source: PR TIMES
Category: Survey
Organizations: Amazon

Amazon Food E-commerce Review Analysis Report: The Common Structure of Best-Selling Products

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