From google-ads
Ensure products are mapped to the most specific Google Product Category (GPC) available, not generic parent categories.
npx claudepluginhub trueclicks/claude-plugins --plugin google-adsThis skill is limited to using the following tools:
Ensure products are mapped to the most specific Google Product Category (GPC) available, not generic parent categories. Granular categorization improves search relevance, enables category-specific attributes, and increases ad visibility for targeted queries.
Guides Payload CMS config (payload.config.ts), collections, fields, hooks, access control, APIs. Debugs validation errors, security, relationships, queries, transactions, hook behavior.
Builds scalable data pipelines, modern data warehouses, and real-time streaming architectures using Spark, dbt, Airflow, Kafka, and cloud platforms like Snowflake, BigQuery.
Builds production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. For data pipelines, workflow orchestration, and batch job scheduling.
Ensure products are mapped to the most specific Google Product Category (GPC) available, not generic parent categories. Granular categorization improves search relevance, enables category-specific attributes, and increases ad visibility for targeted queries.
Data Source: Custom GAQL Required
The standard export does not include product category data from Shopping campaigns.
GAQL Query:
SELECT
campaign.name,
campaign.advertising_channel_type,
segments.product_item_id,
segments.product_title,
segments.product_category_level1,
segments.product_category_level2,
segments.product_category_level3,
segments.product_category_level4,
segments.product_category_level5,
metrics.impressions,
metrics.clicks,
metrics.cost_micros,
metrics.conversions
FROM shopping_performance_view
WHERE campaign.advertising_channel_type IN ('SHOPPING', 'PERFORMANCE_MAX')
AND segments.date DURING LAST_30_DAYS
ORDER BY metrics.impressions DESC
LIMIT 2000
Run via /google-ads:get-custom with query name product_category_analysis.
Note: Full feed analysis requires Merchant Center access.
| Condition | Severity |
|---|---|
| Products with L1 only | Critical |
| Products with L2 only (>10% of catalog) | Warning |
| Products not at deepest available category (>20%) | Warning |
| Miscategorized products | Warning |
| Inconsistent categories for similar products | Info |
Short (default):
## Google Product Category Audit
**Account:** [name] | **Products:** [count] | **Avg Depth:** [X.X] | **Issues:** [count]
### Critical
- **[count] products at L1 only** - Too generic for targeting
### Warnings
- **[count] products at L2** - Could be more specific
- **[count] products inconsistently categorized** - Standardize mapping
### Recommendations
1. Update [count] high-impression products from L1/L2 to specific categories
2. Standardize categories for [product group] to L4+ depth
Detailed adds: