What do college seniors say about the legitimacy of entry level marketing roles found on Monster versus LinkedIn?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do college seniors say about the legitimacy of entry level marketing roles found on Monster versus LinkedIn?
3 real searches · 1 real-search pass
college seniors recent graduates opinions Monster vs LinkedIn entry level marketing jobs legitimacy scams RedditGoogle ↗
OBSERVEDComparison
Monster job listings scam concerns entry level marketing jobs commission only marketing RedditGoogle ↗
OBSERVEDOther / navigational
LinkedIn job search entry level marketing scams fake recruiters applicant experiences RedditGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
college seniors recent graduates opinions Monster vs LinkedIn entry level marketing jobs legitimacy scams Reddit Google ↗
Monster job listings scam concerns entry level marketing jobs commission only marketing Reddit Google ↗
LinkedIn job search entry level marketing scams fake recruiters applicant experiences Reddit Google ↗
- Scammers impersonate well-known companies, recruit for fake jobs on LinkedIn and other job platforms · consumer.ftc.gov
- How to stay safe when applying for jobs online: Class of 2026 · news.linkedin.com
- Security Center · monster.com
- Monster Jobs Reviews (From First-hand Experiences) · consumeraffairs.com
- How to avoid marketing job listings that are scams/door-to-door sales/MLMs/pyramid schemes · reddit.com
- Is this marketing firm I joined a scam? · reddit.com
- Whats the deal with these "direct sales" scam companies? · reddit.com
- Scammers advertise jobs and business opportunities · consumer.ftc.gov
- 2025 State of the Graduate Report · monster.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
college seniors recent graduates opinions Monster vs LinkedIn entry level marketing jobs legitimacy scams Reddit OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Monster job listings scam concerns entry level marketing jobs commission only marketing Reddit OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
LinkedIn job search entry level marketing scams fake recruiters applicant experiences Reddit OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |