Compare employee referral bonuses versus job board ads to find out which hiring channel yields the cheapest long term retention rates.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare employee referral bonuses versus job board ads to find out which hiring channel yields the cheapest long term retention rates.
3 real searches · 1 real-search pass
employee referrals retention 12 month retention compared job boards research cost per hire referral hires studyGoogle ↗
OBSERVEDReason
SHRM employee referral programs retention cost per hire job boards researchGoogle ↗
OBSERVEDOther / navigational
LinkedIn Global Talent Trends employee referrals retention hires studyGoogle ↗
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
employee referrals retention 12 month retention compared job boards research cost per hire referral hires study Google ↗
SHRM employee referral programs retention cost per hire job boards research Google ↗
LinkedIn Global Talent Trends employee referrals retention hires study Google ↗
- 4 Employee referrals INCREASE EMPLOYEE RETENTION · business.linkedin.com
- INTRODUCTION (CONTINUED) 4 · go.greenhouse.io
- Referral Hire Presence Implications for Referrer Turnover and Job Performance - Jenna R. Pieper, Charlie O. Trevor, Ingo Weller, Dennis Duchon, 2019 · journals.sagepub.com
- Referral Hire Presence Implications for Referrer Turnover and Job Performance - Jenna R. Pieper, Charlie O. Trevor, Ingo Weller, Dennis Duchon, 2019 · journals.sagepub.com
- How to Get More People to Use Your Employee Referral Program · shrm.org
- How to Create an Employee Referral Program · shrm.org
- 6 Tips for Effective Employee Referral Programs · shrm.org
- Why referrals are 7x more likely to be hired · pinpointhq.com
- 3/14/2026 TALENT ACQUISITION Any student use of t · growthzonecmsprodeastus.azureedge.net
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
employee referrals retention 12 month retention compared job boards research cost per hire referral hires study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
SHRM employee referral programs retention cost per hire job boards research OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
LinkedIn Global Talent Trends employee referrals retention hires study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |