skill-156-first-party-data-collection-activation-strategy

Skill 156: First-Party Data Collection and Activation Strategy

Purpose

Assess first-party data collection and activation for Google Ads targeting and measurement. As third-party cookies decline, first-party data becomes essential for Customer Match, Enhanced Conversions, offline conversion import, and audience creation.

Data Requirements

Data Source: Custom GAQL Required

Standard export doesn't include Customer Match audience configuration or match rates.

Reference GAQL (Customer Match Audiences):

SELECT
  user_list.name,
  user_list.type,
  user_list.size_for_search,
  user_list.size_for_display,
  user_list.membership_status
FROM user_list
WHERE user_list.type = 'CRM_BASED'

Run via /google-ads:get-custom to inventory Customer Match lists.

Additional Data Sources:

• CRM system (Salesforce, HubSpot) - email counts, data quality
• E-commerce platform - customer records, transaction data
• Email marketing platform - subscriber counts, engagement data
• Google Ads Data Manager status

Analysis Steps

1. Inventory data sources: Document all first-party data currently collected (CRM, e-commerce, email, loyalty)
2. Assess data quality: Evaluate email validity rates, phone formatting, data recency
3. Review activation status: Check Customer Match audiences, Enhanced Conversions, offline imports
4. Identify collection gaps: Find missing collection points and low opt-in rates
5. Evaluate privacy compliance: Verify consent mechanisms and data retention policies

Thresholds

Condition	Severity
Enhanced Conversions not implemented	Critical
Customer Match lists stale (>30 days since refresh)	Critical
Match rate <50% on uploaded lists	Warning
CRM data available but not uploaded to Google Ads	Warning
Email capture rate <3% on key pages	Warning
No consent management for data collection	Info

Output

Short format (default):

## First-Party Data Audit
**Account:** [Name] | **Data sources:** [X] | **Activation gaps:** [Y]

### Critical ([Count])
- **Enhanced Conversions**: Not implemented -> Enable for +5-10% conversion capture
- **Customer Match**: Last refresh [X] days ago -> Automate weekly sync

### Warnings ([Count])
- **[Data source]**: Available but not activated -> Upload to Google Ads
- **Match rate**: [X]% on [list] -> Improve data quality

### Data Inventory
| Source | Records | Quality | Activated |
|--------|---------|---------|-----------|
| CRM | X | High/Med/Low | Yes/No |

### Recommendations
1. [Specific activation with expected impact]