Where can I find reliable, up to date salary benchmarking databases for small business HR teams this year?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where can I find reliable, up to date salary benchmarking databases for small business HR teams this year?
3 real searches · 1 real-search pass
2026 salary benchmarking databases small business HR Payscale Salary.com ERI CompAnalyst SHRM pricing features compensation dataGoogle ↗
OBSERVEDReason
2026 compensation salary survey data providers Mercer WTW Culpepper small business HR databaseGoogle ↗
OBSERVEDReason
BLS OEWS May 2025 data release 2026 wages occupation estimatesGoogle ↗
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
2026 salary benchmarking databases small business HR Payscale Salary.com ERI CompAnalyst SHRM pricing features compensation data Google ↗
2026 compensation salary survey data providers Mercer WTW Culpepper small business HR database Google ↗
BLS OEWS May 2025 data release 2026 wages occupation estimates Google ↗
- Explore Payscale · payscale.com
- Explore ERI · erieri.com
- Small Business Employment Watch provided by Paychex · paychex.com
- Salary Data Center · worldatwork.org
- 2026 Compensation Best Practices Report · d1ai435zjuj0jf.cloudfront.net
- CompAnalyst Market Data · salary.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 salary benchmarking databases small business HR Payscale Salary.com ERI CompAnalyst SHRM pricing features compensation data OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 compensation salary survey data providers Mercer WTW Culpepper small business HR database OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
BLS OEWS May 2025 data release 2026 wages occupation estimates OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |