| Metric |
Value |
| Spend | N/A (not in BQ) |
| GA4 Sessions (LinkedIn paid) | 809 |
| GA4 Users (LinkedIn paid) | 762 |
| Sessions MoM | +17% vs April (694) |
Why this won't match.
LinkedIn Ads is not connected to BigQuery via Fivetran. We see LinkedIn paid traffic in GA4 (809 sessions) but cannot pull spend, impressions, clicks, or CPC. To calculate CPL or ROAS, LinkedIn Ads needs to be connected. Note: GA4 shows a channel attribution shift — “linkedin_p/paid” jumped from 473→794 while “linkedin/paid-social” dropped from 221→15. This may be a UTM change, not a real budget shift.