Is Levels.fyi better than Glassdoor for evaluating if a startup equity and base salary offer is competitive for a new grad developer?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Levels.fyi better than Glassdoor for evaluating if a startup equity and base salary offer is competitive for a new grad developer?
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 salary data methodology new graduate software engineer compensation equity startup Glassdoor salary data limitations Google ↗
startup equity offer evaluate percentage ownership fully diluted shares strike price 409A valuation guide Google ↗
- About Levels.fyi · levels.fyi
- Real-time Compensation Benchmarking, API and MCP · levels.fyi
- Startup Equity Calculator: How to Value Startup Equity · carta.com
- Employee Stock Options: Types of Options & How They Work · carta.com
- Pave website · pave.com
- Explore compensation data · levels.fyi
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Levels.fyi salary data methodology new graduate software engineer compensation equity startup Glassdoor salary data limitations OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
startup equity offer evaluate percentage ownership fully diluted shares strike price 409A valuation guide OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |