What are the top rated consulting firms or tools for conducting salary benchmarking research in the tech startup sector this year?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the top rated consulting firms or tools for conducting salary benchmarking research in the tech startup sector this year?
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). 1 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
2026 tech startup compensation benchmarking salary survey providers Radford Pave Carta Mercer Aon Google ↗
2026 salary benchmarking tools tech startups Radford Pave Carta Comp Levels.fyi Mercer startup compensation survey consulting firms Google ↗
- Compensation Data for Technology Companies · aon.com
- The top salary survey providers in 2026 · ravio.com
- 15 Best Salary Benchmarking Tools for 2026: Pros, Cons, and Pricing · salarycube.com
- Technology Compensation Survey · culpepper.com
- The best (and worst) tools for salary benchmarking in 2026 · ravio.com
- Real-Time Compensation Data & Benchmarking · pave.com
- Mercer website · mercer.com
- WTW website · wtwco.com
- Korn Ferry website · kornferry.com
- Pave Reviews & Ratings 2026 · gartner.com
- Pave Help Center · support.pave.com
- Pave website · pave.com
- State of Startup Compensation: H1 2026 · carta.com
- Survey Partners · bettercomp.com
- Foote Partners, LLC · footepartners.com
- Carta website · carta.com
- Ravio website · ravio.com
- Levels.fyi website · levels.fyi
- OpenComp website · opencomp.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 tech startup compensation benchmarking salary survey providers Radford Pave Carta Mercer Aon OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 salary benchmarking tools tech startups Radford Pave Carta Comp Levels.fyi Mercer startup compensation survey consulting firms OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |