How does the ZipRecruiter matching algorithm work compared to applying directly through company career portals?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the ZipRecruiter matching algorithm work compared to applying directly through company career portals?
3 real searches · 1 real-search pass
How ZipRecruiter AI matching works employers candidate matching official help centerGoogle ↗
OBSERVEDReason
ZipRecruiter job seeker matching algorithm resume profile officialGoogle ↗
OBSERVEDOther / navigational
Applicant tracking system career site direct application how ATS screening works official Greenhouse LeverGoogle ↗
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
How ZipRecruiter AI matching works employers candidate matching official help center Google ↗
ZipRecruiter job seeker matching algorithm resume profile official Google ↗
Applicant tracking system career site direct application how ATS screening works official Greenhouse Lever Google ↗
- MyGreenhouse FAQ for Candidates · support.greenhouse.io
- ZipRecruiter integration · support.greenhouse.io
- Global Privacy Policy · ziprecruiter.com
- zip-20251231 · sec.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
How ZipRecruiter AI matching works employers candidate matching official help center OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
ZipRecruiter job seeker matching algorithm resume profile official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Applicant tracking system career site direct application how ATS screening works official Greenhouse Lever OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |