US (DOJ/SDNY) v Meta
The adHousing ad delivery algorithm (Special Ad Audience)
Outcome$115,054 (FHA maximum) plus algorithm changes under court oversight
LessonDelivery bias counts, not just targeting
Housing, jobs and credit targeting ads are restricted on Meta and restricted on Google. Categories: housing, employment, financial products and services (replaced Credit in Oct 2024), plus social issues/elections/politics. The phrases most likely to cause trouble include "perfect for young professionals", "Christian", "recent graduates only".
Restricted targeting (mandatory self declaration)
Sources: facebook.com · facebook.com · facebook.com · transparency.meta.com
Restricted targeting ('Access to opportunities', US and Canada)
Sources: support.google.com · blog.google
8 phrases that often lead to rejection, limited delivery or regulator action. High means the phrase or claim is named in a policy or ruling. Medium means it's our reading of a rule.
| Phrase | Why it's risky | Rule or source | Risk |
|---|---|---|---|
| perfect for young professionals | Implies age preference in housing or job ads (fair-housing/EEOC risk, inferred) | Meta: Discriminatory practices transparency.meta.com | Medium |
| Christian / family-friendly neighborhood | Protected classes in housing (HUD charge theme, inferred) | HUD charge against Facebook (2019) · Meta: Discriminatory practices archives.hud.gov · transparency.meta.com | Medium |
| recent graduates only / digital natives | Age discrimination signal in employment (inferred) | Meta: Discriminatory practices transparency.meta.com | Medium |
| men wanted / ideal for moms | Sex or familial-status preference (inferred) | Meta: Discriminatory practices transparency.meta.com | Medium |
| Are you a single parent? | Personal attribute assertion | Meta: Personal attributes transparency.meta.com | High |
| Meet other seniors | Meta lists 'Meet other seniors' as non-compliant | Meta: Personal attributes transparency.meta.com | High |
| Are you a convicted felon? | Criminal-record attribute | Meta: Personal attributes transparency.meta.com | High |
| guaranteed job / guaranteed interview | Meta prohibited job content, employment SAC item | Meta: Prohibited commercial practices · Meta: Special ad categories transparency.meta.com · facebook.com | High |
Before and after examples. Swap the bracketed parts for your real details.
Apartments for young professionals
Apartments near downtown transit, now leasing.
Hiring energetic recent grads
Hiring: entry-level analyst. Training provided.
Single mom? Get approved for a car loan
Auto loans with flexible terms. See rates.
Are you over 50? Lower your mortgage
Explore mortgage refinance options.
Jobs for men: warehouse
Warehouse associates wanted. Full-time, benefits.
Facebook settles with NFHA, ACLU, CWA and others: separate flow, no age, gender or zip targeting for housing, employment and credit
HUD charges Facebook with Fair Housing Act violations
Google announces US/Canada HEC targeting restrictions (by end 2020)
DOJ v Meta settlement: retire Special Ad Audience by 31 Dec 2022, new delivery-fairness system, $115,054 penalty
Meta FPS SAC introduced, then mandatory for US
The adHousing ad delivery algorithm (Special Ad Audience)
Outcome$115,054 (FHA maximum) plus algorithm changes under court oversight
LessonDelivery bias counts, not just targeting
The adTargeting tools that excluded parents, non-Christians, 'interested in Hispanic culture', and neighbourhoods by map
OutcomeCharge filed, later DOJ suit
LessonPlatform tools themselves can be discriminatory
The adGender- and age-targeted job, housing and credit ads
OutcomeTargeting removed, SAC created
LessonOrigin of Meta SAC
Meta full FPS SAC, Google access-to-opportunities limits
Meta credit, housing and employment SAC (Europe list incl. UK), Google limits are US/CA only
Meta SAC in EU/EEA, 10-mile radius
No SAC requirement found
No SAC requirement found
Runs in your browser. Nothing you paste is sent or stored.
This tool is a pre-launch screen, not legal advice. Meta and Google do not publish banned-word lists, so each flag is a risk signal tied to a published rule, regulator ruling or court case. Policies change often. Data last checked 5 October 2026.