Which job board has higher quality listings for career changers looking for remote marketing roles, Indeed or LinkedIn?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which job board has higher quality listings for career changers looking for remote marketing roles, Indeed or LinkedIn?
3 real searches · 1 real-search pass
LinkedIn vs Indeed job search quality remote marketing jobs career changers employer verification networking job scamsGoogle ↗
OBSERVEDComparison
LinkedIn job search features skills based search networking remote jobs officialGoogle ↗
OBSERVEDOther / navigational
Indeed job search features company reviews remote job scams officialGoogle ↗
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
LinkedIn vs Indeed job search quality remote marketing jobs career changers employer verification networking job scams Google ↗
LinkedIn job search features skills based search networking remote jobs official Google ↗
Indeed job search features company reviews remote job scams official Google ↗
- Discover new opportunities with AI-powered job search · linkedin.com
- Find remote jobs on LinkedIn · linkedin.com
- Indeed Myths vs. Facts: Pricing, Job Posts and Applications · indeed.com
- Indeed job recruitment site (2026) review · techradar.com
- Verification badge on job posts · linkedin.com
- How Indeed Protects Job Seekers from Off-Platform Scams · indeed.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LinkedIn vs Indeed job search quality remote marketing jobs career changers employer verification networking job scams OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
LinkedIn job search features skills based search networking remote jobs official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Indeed job search features company reviews remote job scams official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |