Real ChatGPT answer · index seedXPAAaLxUQyYcompleteInsurance · disability insurancecommercial

Find me carriers that offer retirement contribution protection riders on group disability plans without requiring an astronomical premium increase for a small team.

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Find me carriers that offer retirement contribution protection riders on group disability plans without requiring an astronomical premium increase for a small team.
3 real searches · 1 real-search pass
group long term disability "retirement contribution" benefit rider carriers small employerGoogle ↗
OBSERVEDOther / navigational
group disability retirement protection benefit rider Principal Guardian Unum Standard LincolnGoogle ↗
OBSERVEDOther / navigational
"Retirement Contribution Protection" group disability insurance riderGoogle ↗
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)
Short factOther / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

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
group long term disability "retirement contribution" benefit rider carriers small employer Google ↗
group disability retirement protection benefit rider Principal Guardian Unum Standard Lincoln Google ↗
"Retirement Contribution Protection" group disability insurance rider Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
group long term disability "retirement contribution" benefit rider carriers small employer
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
group disability retirement protection benefit rider Principal Guardian Unum Standard Lincoln
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
"Retirement Contribution Protection" group disability insurance rider
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1