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What specialized vocational experts provide the most credible testimony during an Unum policy denial appeal for a marketing executive with cognitive deficits post concussion?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What specialized vocational experts provide the most credible testimony during an Unum policy denial appeal for a marketing executive with cognitive deficits post concussion?
3 real searches · 1 real-search pass
Unum disability appeal vocational expert functional cognitive limitations marketing executive vocational rehabilitation counselor credentials ERISAGoogle ↗
OBSERVEDDefinition
vocational expert credentials Certified Rehabilitation Counselor forensic vocational evaluation disability insurance appeal labor market analysisGoogle ↗
OBSERVEDReason
ERISA disability claim appeal vocational assessment occupational demands cognitive limitations neuropsychological testingGoogle ↗
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)
Short factOther / navigationalComparisonConsequenceReason67%Definition33%InstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
Unum disability appeal vocational expert functional cognitive limitations marketing executive vocational rehabilitation counselor credentials ERISA Google ↗
vocational expert credentials Certified Rehabilitation Counselor forensic vocational evaluation disability insurance appeal labor market analysis Google ↗
ERISA disability claim appeal vocational assessment occupational demands cognitive limitations neuropsychological testing Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Unum disability appeal vocational expert functional cognitive limitations marketing executive vocational rehabilitation counselor credentials ERISA
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1
vocational expert credentials Certified Rehabilitation Counselor forensic vocational evaluation disability insurance appeal labor market analysis
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
ERISA disability claim appeal vocational assessment occupational demands cognitive limitations neuropsychological testing
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1