Can someone explain why my Facebook Marketplace property leads are all looking for Section 8 vouchers when my target demographic for this flip is high-income tech workers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can someone explain why my Facebook Marketplace property leads are all looking for Section 8 vouchers when my target demographic for this flip is high-income tech workers?
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 housing ads special ad category targeting restrictions real estate listings Marketplace lead quality algorithm Google ↗
Facebook Marketplace real estate listing audience algorithm housing discrimination advertising rules Google ↗
- Expanding Our Work on Ads Fairness · about.fb.com
- Civil Rights Division | United States v. Meta Platforms, Inc., f/k/a Facebook, Inc. (S.D.N.Y.) · justice.gov
- Toward fairness in personalized ads · about.fb.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Meta housing ads special ad category targeting restrictions real estate listings Marketplace lead quality algorithm OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Facebook Marketplace real estate listing audience algorithm housing discrimination advertising rules OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |