Real ChatGPT answer · index seedWITOmqNNqqMcompleteInsurance · insurance claimscomparison

How do disability benefit claim processing times for MassMutual compare to New York Life for self employed parents?

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do disability benefit claim processing times for MassMutual compare to New York Life for self employed parents?
4 real searches · 1 real-search pass
MassMutual individual disability insurance claim processing time how long claims paid disability benefitsGoogle ↗
OBSERVEDShort fact
New York Life individual disability insurance claim processing time how long claims paid disability benefitsGoogle ↗
OBSERVEDReason
MassMutual disability insurance claims process self employed proof income elimination period own occupationGoogle ↗
OBSERVEDInstruction
New York Life disability insurance claims process self employed proof income elimination period own occupationGoogle ↗
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 (4)
Short fact25%Other / navigationalComparisonConsequenceReason50%DefinitionInstruction25%Yes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
MassMutual individual disability insurance claim processing time how long claims paid disability benefits Google ↗
New York Life individual disability insurance claim processing time how long claims paid disability benefits Google ↗
MassMutual disability insurance claims process self employed proof income elimination period own occupation Google ↗
New York Life disability insurance claims process self employed proof income elimination period own occupation Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
MassMutual individual disability insurance claim processing time how long claims paid disability benefits
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
New York Life individual disability insurance claim processing time how long claims paid disability benefits
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
MassMutual disability insurance claims process self employed proof income elimination period own occupation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
New York Life disability insurance claims process self employed proof income elimination period own occupation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1