type.inbound
// sender is a freemail
and sender.email.domain.root_domain in $free_email_providers
// has a URL shortener
and any(body.links, .href_url.domain.root_domain in $url_shorteners or .href_url.domain.root_domain in $social_landing_hosts)
// short body, basically just the URL
and length(body.plain.raw) < 100
// has an emoji in the subject or body
and (
regex.contains(body.plain.raw,
'[\x{1F300}-\x{1F5FF}\x{1F600}-\x{1F64F}\x{1F680}-\x{1F6FF}\x{1F700}-\x{1F77F}\x{1F780}-\x{1F7FF}\x{1F900}-\x{1F9FF}\x{2600}-\x{26FF}\x{2700}-\x{27BF}\x{2300}-\x{23FF}]'
)
or regex.contains(subject.subject,
'[\x{1F300}-\x{1F5FF}\x{1F600}-\x{1F64F}\x{1F680}-\x{1F6FF}\x{1F700}-\x{1F77F}\x{1F780}-\x{1F7FF}\x{1F900}-\x{1F9FF}\x{2600}-\x{26FF}\x{2700}-\x{27BF}\x{2300}-\x{23FF}]'
)
)
and (
profile.by_sender().prevalence in ("new", "outlier")
or (
profile.by_sender().any_messages_malicious_or_spam
and not profile.by_sender().any_messages_benign
)
)
Playground
Test against your own EMLs or sample data.