Salesforce audiences

Adwarp reads Salesforce by shelling out to the authenticated sf CLI (sf data query), so it reuses your existing login and needs no new credentials. It is read-only.

Give it a SOQL query that selects an email column and the result becomes a matched audience, closing the loop from "accounts flagged in Salesforce" to "LinkedIn targeting". The audience_from_salesforce tool and the adwarp audience from-salesforce command do the same thing:

adwarp audience from-salesforce -n "Q3 target accounts" \
  -q "SELECT Email FROM Contact WHERE Account.Target_List__c = true AND Email != null"

If the email column is not named Email, pass --email-field <column> (or emailField to the tool).

Matching follows the same rules as any matched audience: it takes up to 48 hours, and a campaign needs about 300 matched members to serve. This needs the Audiences product on your LinkedIn app, and it runs through the local MCP server or the CLI, since the hosted endpoint has no sf CLI.