Real ChatGPT answer · index seedQTxSE1orc4AcompleteCareers and HR · resumes and cover letterscomparison
Compare Levels.fyi and Salary.com for getting accurate compensation data to counter a low initial job offer.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare Levels.fyi and Salary.com for getting accurate compensation data to counter a low initial job offer.
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
Levels.fyi compensation data methodology salary submissions total compensation levels company job level location Google ↗
Salary.com salary data methodology compensation data surveys job title location percentile Google ↗
- Real-time Compensation Benchmarking, API and MCP · levels.fyi
- About Levels.fyi · levels.fyi
- CompAnalyst Market Data · salary.com
- Compensation Research & Insights · salary.com
- Salary.com by the Numbers · salary.com
- Levels.fyi – Company and compensation comparisons · levels.fyi
- Salary.com – Salary estimates · salary.com
- Bureau of Labor Statistics – Occupational wage data · bls.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Levels.fyi compensation data methodology salary submissions total compensation levels company job level location OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Salary.com salary data methodology compensation data surveys job title location percentile OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |