Real ChatGPT answer · index seedi5ueBncsQigcompleteInsurance · disability insurancecommercial

Which insurance carriers currently offer the best long term disability coverage specifically tailored for independent consulting business owners?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which insurance carriers currently offer the best long term disability coverage specifically tailored for independent consulting business owners?
2 real searches · 1 real-search pass
2026 best individual disability insurance carriers self-employed consultants own occupation policy Guardian MassMutual Principal Ameritas The StandardGoogle ↗
OBSERVEDComparison
individual disability insurance self-employed business owner own occupation carriers Guardian MassMutual Principal Ameritas Standard policy featuresGoogle ↗
OBSERVEDOther / navigational

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 / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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
2026 best individual disability insurance carriers self-employed consultants own occupation policy Guardian MassMutual Principal Ameritas The Standard Google ↗
individual disability insurance self-employed business owner own occupation carriers Guardian MassMutual Principal Ameritas Standard policy features Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 best individual disability insurance carriers self-employed consultants own occupation policy Guardian MassMutual Principal Ameritas The Standard
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
individual disability insurance self-employed business owner own occupation carriers Guardian MassMutual Principal Ameritas Standard policy features
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1