Real ChatGPT answer · index seedxjdewWqqNMkcompleteCareers and HR · hiring and recruitinginformational

What are the warning signs of low-quality remote job search engines that might be scraping outdated or scam listings?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the warning signs of low-quality remote job search engines that might be scraping outdated or scam listings?
1 real search · 1 real-search pass
FTC job scams warning signs fake job postings job search websites outdated listings aggregator verificationGoogle ↗
OBSERVEDOther / navigational

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 (1)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
FTC job scams warning signs fake job postings job search websites outdated listings aggregator verification Google ↗
  1. Scammers are hijacking job ads. Here’s how to spot the fakes · consumer.ftc.gov
  2. Job Scams · consumer.ftc.gov
  3. FTC ReportFraud · reportfraud.ftc.gov
  4. FBI Internet Crime Complaint Center · ic3.gov
  5. BBB Scam Tracker · bbb.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FTC job scams warning signs fake job postings job search websites outdated listings aggregator verification
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1