Real ChatGPT answer · index seedx1i2rj1vqw8completeInsurance · disability insuranceinformational

What specific vocational evidence is needed to overturn a disputed claim denial under the current federal regulations?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What specific vocational evidence is needed to overturn a disputed claim denial under the current federal regulations?
2 real searches · 1 real-search pass
current 2026 Social Security disability vocational evidence regulations 20 CFR 404.1560 404.1566 404.1568 vocational expert past relevant workGoogle ↗
OBSERVEDReason
20 CFR 404.1560 404.1566 404.1568 eCFR vocational factors disability determinationGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
current 2026 Social Security disability vocational evidence regulations 20 CFR 404.1560 404.1566 404.1568 vocational expert past relevant work Google ↗
20 CFR 404.1560 404.1566 404.1568 eCFR vocational factors disability determination Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
current 2026 Social Security disability vocational evidence regulations 20 CFR 404.1560 404.1566 404.1568 vocational expert past relevant work
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
20 CFR 404.1560 404.1566 404.1568 eCFR vocational factors disability determination
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1