Compare the cost and effectiveness of hiring a disability advocate versus a licensed lawyer for an emergency ALJ hearing next week.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the cost and effectiveness of hiring a disability advocate versus a licensed lawyer for an emergency ALJ hearing next week.
3 real searches · 1 real-search pass
2026 Social Security Administration representative fee agreement maximum fee cap non attorney representative qualifications ALJ hearingGoogle ↗
OBSERVEDReason
SSA appointed representative non attorney representative qualifications direct payment fee agreement ALJ hearing officialGoogle ↗
OBSERVEDReason
Ohio disability legal aid Social Security disability hearing representation emergency Columbus OhioGoogle ↗
OBSERVEDConsequence
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 Social Security Administration representative fee agreement maximum fee cap non attorney representative qualifications ALJ hearing Google ↗
SSA appointed representative non attorney representative qualifications direct payment fee agreement ALJ hearing official Google ↗
Ohio disability legal aid Social Security disability hearing representation emergency Columbus Ohio Google ↗
- Direct Payment to Eligible Non-Attorney Representatives | Representing SSA Claimants · ssa.gov
- Your Right to Representation · ssa.gov
- Social Security Disability Advocates · margoliuslaw.com
- Fee Agreements | Representing SSA Claimants · ssa.gov
- Fee Agreement for Representation before the Social Security Administration · ssa.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Social Security Administration representative fee agreement maximum fee cap non attorney representative qualifications ALJ hearing OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
SSA appointed representative non attorney representative qualifications direct payment fee agreement ALJ hearing official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Ohio disability legal aid Social Security disability hearing representation emergency Columbus Ohio OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |