How reliable is the salary data shown on Google Jobs compared to levels fyi and specialized recruitment surveys for product management roles in tech?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How reliable is the salary data shown on Google Jobs compared to levels fyi and specialized recruitment surveys for product management roles in tech?
3 real searches · 1 real-search pass
Google Jobs salary estimates methodology job postings salary data sources Google JobsGoogle ↗
OBSERVEDOther / navigational
Levels.fyi compensation data methodology verified submissions total compensationGoogle ↗
OBSERVEDShort fact
product management salary survey methodology recruiter compensation guide tech product manager 2025 2026Google ↗
OBSERVEDReason
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
Google Jobs salary estimates methodology job postings salary data sources Google Jobs Google ↗
Levels.fyi compensation data methodology verified submissions total compensation Google ↗
product management salary survey methodology recruiter compensation guide tech product manager 2025 2026 Google ↗
- New tools to make your job search simpler · blog.google
- Make your site's complete jobs information accessible to job seekers | Google Search Central Blog | Google for Developers · developers.google.com
- Explore Levels.fyi · levels.fyi
- About Levels.fyi · levels.fyi
- Real-time Compensation Benchmarking, API and MCP · levels.fyi
- Aon · aon.com
- Mercer · mercer.com
- Pave · pave.com
- Option Impact · optionimpact.com
- The hunt for competitive compensation data · devredesignp.wtwco.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Jobs salary estimates methodology job postings salary data sources Google Jobs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Levels.fyi compensation data methodology verified submissions total compensation OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
product management salary survey methodology recruiter compensation guide tech product manager 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |