Optimize Product Feeds for Shopping Campaigns
Shopping campaigns can lose visibility when product feeds contain missing attributes, incorrect prices, or policy risks. This skill reviews feed data and produces clear, truthful fixes for Merchant Center and Performance Max workflows.
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "product-feed-optimizer" from https://skillstore.io/skills/aaron-he-zhu-product-feed-optimizer.md and its manifest at https://skillstore.io/api/skills/aaron-he-zhu-product-feed-optimizer/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Using "product-feed-optimizer". A product is disapproved because its feed price differs from its landing-page price.
Expected outcome:
Using "product-feed-optimizer". A feed title is "Blue running shoes for men" with brand and size available in the product data.
Expected outcome:
All 52 static findings are false positives caused by Markdown formatting, documentation links, and homepage metadata. The skill instructs local analysis of user-supplied product-feed data and explicitly treats exported content as untrusted input; no prompt injection, credential collection, data exfiltration, or executable command was found.
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
https://skillstore.io/skills/aaron-he-zhu-product-feed-optimizer/audits/6?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report[](https://skillstore.io/skills/aaron-he-zhu-product-feed-optimizer?utm_source=security_passport_badge)<a href="https://skillstore.io/skills/aaron-he-zhu-product-feed-optimizer?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/aaron-he-zhu-product-feed-optimizer/security.svg" alt="Skillstore security assessment" loading="lazy"></a><iframe src="https://skillstore.io/embed/skills/aaron-he-zhu-product-feed-optimizer.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>aaron-he-zhu. (2026). product-feed-optimizer security audit report (audit version 6) [Author version 19.0.0]. Skillstore. https://skillstore.io/skills/aaron-he-zhu-product-feed-optimizer/audits/6@techreport{aaron-he-zhu-aaron-he-zhu-product-feed-optimizer-2026,
author = {aaron-he-zhu},
title = {product-feed-optimizer security audit report (audit version 6)},
institution = {Skillstore},
year = {2026},
number = {6},
url = {https://skillstore.io/skills/aaron-he-zhu-product-feed-optimizer/audits/6},
note = {Author version 19.0.0}
}cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "product-feed-optimizer security audit report (audit version 6)"
version: "19.0.0"
type: report
authors:
- name: "aaron-he-zhu"
date-released: "2026-07-27"
url: "https://skillstore.io/skills/aaron-he-zhu-product-feed-optimizer/audits/6"
identifiers:
- type: other
value: "skillstore:aaron-he-zhu-product-feed-optimizer:audit:6"
description: "Skillstore immutable audit report identifier"
Map each disapproved product to a likely cause and a specific remediation step.
Review attributes, titles, prices, and availability before launching Shopping or Performance Max.
Create listing-group or asset-group recommendations based on brands, categories, and custom labels.
Audit this product-feed export for missing required attributes and likely disapprovals. List each issue and its recommended fix.
Rewrite these product titles using a truthful front-loaded pattern. Preserve the supplied brand, product type, specifications, and variants.
Compare this Merchant Center diagnostics export with my feed. Create an item-by-item triage table with cause, evidence, and proposed fix.
Using this approved product feed, propose Performance Max asset groups and listing groups based only on real feed fields. Flag segments with unresolved feed risks.
Author
aaron-he-zhuLicense
Apache-2.0
Author version
v19.0.0
Skillstore revision
r2
Repository
https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/main/ad/research/product-feed-optimizerRef
0715a6e09ea875c8e28cb705ce87cc83045e69c1
Maintenance freshness
7/28/2026
Usage
3 downloads ยท 1 views
File structure
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