bot_detected
Automated bot submission detected
fake_phone_*
Fake or test phone number patterns
fake_name_detected
Known fake name patterns (Mickey Mouse, Test User, etc.)
test_lead_detected
Test patterns detected in the submission
litigator_detected
Known litigator identified - reject immediately
profanity_detected
Profane language detected in form fields
keyboard_mashing
Random keyboard input detected
mass_paste_behavior
All fields pasted at once
ip_abuser
Known abuser IP address
ip_attacker
Known attacker IP address
invalid_email
Email format is invalid
disposable_email
Temporary or disposable email address
invalid_email_mx
Email domain has no valid MX records
suspicious_email_pattern
Email has suspicious patterns
email_not_deliverable
Email address not deliverable
poor_email_grade
Email has poor quality grade
failing_email_grade
Email has failing quality grade
email_name_mismatch
Email doesn't match provided name
invalid_phone
Phone number format is invalid
poor_phone_grade
Phone has poor quality grade
failing_phone_grade
Phone has failing quality grade
low_phone_activity
Phone shows low activity levels
very_low_phone_activity
Phone shows very low activity levels
voip_phone
Phone is a VoIP number
phone_name_mismatch
Phone registration doesn't match provided name
missing_name
Name fields are missing
invalid_name_format
Name format is invalid or suspicious
weak_name
Name appears weak or incomplete
excessive_character_repetition
Too many repeated characters in name
possible_unrealistic_name
Name may be unrealistic
all_caps_detected
Name is in all capital letters
ai_name_suspect
AI detected suspicious name patterns
invalid_address
Address format is invalid
zip_state_mismatch
ZIP code doesn't match state
private_ip
Private IP address detected
ip_anonymous
Anonymous proxy detected
ip_proxy
Proxy service detected
ip_tor
Tor network detected
ip_tor_exit
Tor exit node detected
ip_bogon
Bogon IP address detected
ip_location_mismatch
IP location doesn't match provided address
ip_location_mismatch_high_risk
IP location from high-risk country doesn't match address
missing_user_agent
Missing or suspiciously short user agent
unknown_device
Unable to identify device or browser
outdated_browser
Outdated browser detected
suspicious_keystroke_*
Abnormal keystroke patterns detected
heavy_paste_*
Field was pasted instead of typed
autofill_*
Field was autofilled by browser
autofill_detected
Browser autofill was used
paste_detected
Paste behavior detected
no_mouse_activity
No mouse movements detected
minimal_mouse_activity
Very low mouse activity
fast_submission
Form submitted too quickly
missing_trustedform
TrustedForm certificate is missing
invalid_trustedform
TrustedForm certificate is invalid
missing_universal_leadid
Universal LeadID is missing
invalid_universal_leadid
Universal LeadID is invalid
localhost_referer
Traffic came from localhost or testing environment
url_shortener_referer
Traffic came from a URL shortener service
spam_referer
Traffic came from a known spam or fraud domain