What are the best unemployment filing assistants or state-specific guides for new grads who have never navigated the benefits system before?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best unemployment filing assistants or state-specific guides for new grads who have never navigated the benefits system before?
3 real searches · 1 real-search pass
best official unemployment benefits filing guides first time applicants state unemployment agency CareerOneStop U.S. Department of LaborGoogle ↗
OBSERVEDInstruction
unemployment eligibility recent college graduates base period wages internships work study state rules officialGoogle ↗
OBSERVEDReason
unemployment claim assistance filing service Claimyr legal aid state unemployment benefits 2026Google ↗
OBSERVEDComparison
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
best official unemployment benefits filing guides first time applicants state unemployment agency CareerOneStop U.S. Department of Labor Google ↗
unemployment eligibility recent college graduates base period wages internships work study state rules official Google ↗
unemployment claim assistance filing service Claimyr legal aid state unemployment benefits 2026 Google ↗
- Visit CareerOneStop · careeronestop.org
- Find free legal help · lsc.gov
- How Do I File for Unemployment Insurance? · dol.gov
- Eligibility for Unemployment Insurance Benefits · des.az.gov
- Unemployment Eligibility Requirements · edd.ca.gov
- How unemployment insurance programs are administered · unemployment.gov
- Initial application instructions · dol.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best official unemployment benefits filing guides first time applicants state unemployment agency CareerOneStop U.S. Department of Labor OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
unemployment eligibility recent college graduates base period wages internships work study state rules official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
unemployment claim assistance filing service Claimyr legal aid state unemployment benefits 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |