Facebook Marketplace keeps flagging my rental listings for Fair Housing violations and I have three vacancies to fill by this weekend so what am I doing wrong?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Facebook Marketplace keeps flagging my rental listings for Fair Housing violations and I have three vacancies to fill by this weekend so what am I doing wrong?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Meta Facebook Marketplace housing rental listing policy discriminatory practices Fair Housing ads 2026 Google ↗
HUD Fair Housing Act advertising rental housing discriminatory statements protected classes official Google ↗
- U.S. DEPARTMENT OF HOUSING AND URBAN DEVELOPMENT · hud.gov
- Housing Discrimination Under the Fair Housing Act | HUD.gov / U.S. Department of Housing and Urban Development (HUD) · hud.gov
- Advertising · landlords.equalhousing.org
- Guidance on Application of the Fair Housing Act to the Advertising of Housing, Credit, and Other Real Estate-Related Transactions through Digital Platforms · archives.hud.gov
- Office of Public Affairs | Justice Department and Meta Platforms Inc. Reach Key Agreement as They Implement Groundbreaking Resolution to Address Discriminatory Delivery of Housing Advertisements · justice.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Meta Facebook Marketplace housing rental listing policy discriminatory practices Fair Housing ads 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
HUD Fair Housing Act advertising rental housing discriminatory statements protected classes official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |