# Amazon details AI system used to adjust product content visibility

_Published Thursday, November 5, 2026 at 1:36 PM EST · AI, Products · Latest · Tier 2 — Notable_

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Amazon says it used an AI quality evaluation system to adjust the visibility of low-quality A+ Content in a worldwide production experiment, producing a statistically meaningful improvement in Ordered Product Sales.

The system evaluates complete product-page snapshots, combining a vision-language model's assessments with text readability measurements in a classifier trained on expert labels. Amazon reports 0.94 accuracy and a 0.95 F1 score on a holdout set drawn from 5,478 pages across 10 product categories. Only the classifier needs retraining, allowing CPU-only updates rather than foundation model fine-tuning.

The experiment establishes a use for the scores in marketplace visibility decisions, but Amazon gives no numerical sales improvement.

## Sources

- [Artificial Intelligence](https://aws.amazon.com/blogs/machine-learning/how-amazon-marketplace-evaluates-content-quality-with-amazon-sagemaker-ai/)

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Canonical: https://techandbusiness.org/newswire/OFqdlYi3jbVsqIoBgYN6pk
Published: 2026-11-05T18:36:05.197Z
Story chronology: 2026-11-05T18:06:43.000Z
Retrieved: 2026-11-06T22:49:50.389Z
Publisher: Tech & Business (techandbusiness.org)