# 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.

## Install

```bash
npx skillstore add aaron-he-zhu/product-feed-optimizer
```

## Metadata

- Status: approved
- Slug: aaron-he-zhu-product-feed-optimizer
- Version: 19.0.0
- Author version: 19.0.0
- Skillstore revision: r2
- Version status: valid
- Tree hash: 798e1478dc94578fcb4ce3c5e79a4a5ee685b52edb2556b1af435ddf2b546eea
- Author: aaron-he-zhu
- GitHub username: aaron-he-zhu
- License: Apache-2.0
- Repository: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/main/ad/research/product-feed-optimizer
- Ref: 0715a6e09ea875c8e28cb705ce87cc83045e69c1
- Supported tools: Claude, Codex, Claude Code
- Audit status: complete
- Agent install advisory: allowed
- Manual install advisory: allowed
- Artifact signature: available
- Audit attestation: unavailable
- Human verification: not\_verified
- Risk factors: filesystem, external\_commands, network
- Quality score: 78
- Quality tier: bronze
- Public page: https://skillstore.pages.dev/skills/aaron-he-zhu-product-feed-optimizer
- Manifest: https://skillstore.pages.dev/api/skills/aaron-he-zhu-product-feed-optimizer/manifest

## Capabilities

- Triages product disapprovals by item, cause, and proposed fix.
- Checks required and recommended feed attributes for missing values.
- Rewrites product titles and descriptions using front-loaded attribute patterns.
- Flags GTIN, availability, price, and landing-page mismatches.
- Identifies claim and policy risks that need substantiation.
- Proposes feed-driven listing groups and asset-group segments using real feed fields.

## Use Cases

- Repair Merchant Center disapprovals: Map each disapproved product to a likely cause and a specific remediation step.
- Improve catalog quality before a campaign: Review attributes, titles, prices, and availability before launching Shopping or Performance Max.
- Organize products for campaign segments: Create listing-group or asset-group recommendations based on brands, categories, and custom labels.

## Prompt Templates

### Check a feed export

```
Audit this product-feed export for missing required attributes and likely disapprovals. List each issue and its recommended fix.
```

### Improve product titles

```
Rewrite these product titles using a truthful front-loaded pattern. Preserve the supplied brand, product type, specifications, and variants.
```

### Triage diagnostics

```
Compare this Merchant Center diagnostics export with my feed. Create an item-by-item triage table with cause, evidence, and proposed fix.
```

### Plan campaign segments

```
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.
```

## Limitations

- It needs a feed export, diagnostics, or provided product data to assess items accurately.
- It does not invent GTINs, prices, stock levels, product specifications, or claims.
- It does not automatically submit feed changes or access platform APIs.
- Platform policy decisions and final approval remain with the advertising platform.

## Best Practices

- Provide the latest feed export, diagnostics report, and relevant landing-page information.
- Confirm proposed changes against source product data before publishing the feed.
- Keep a per-item record of unresolved attributes, claims, and policy risks.

## Anti Patterns

- Do not create missing product identifiers, prices, inventory counts, or specifications.
- Do not treat an optimized title as a substitute for fixing a disapproval.
- Do not publish claim-bearing descriptions without approved evidence or wording.

## Security Audit

- Audited at: 2026-07-27T11:40:28.163\+00:00
- Summary: 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.

## Stats

- Views: 1
- Downloads: 4
- Favorites: 0
- Popularity score: 0