Real ChatGPT answer · index seedaGqACvvxyM4completeCareers and HR · workplace benefitscommercial

Which employee benefit providers offer the most comprehensive identity theft protection for families following major data breaches this year

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which employee benefit providers offer the most comprehensive identity theft protection for families following major data breaches this year
2 real searches · 1 real-search pass
2026 employee benefits identity theft protection providers family coverage Allstate Identity Protection Aura Norton LifeLock IDX Experian featuresGoogle ↗
OBSERVEDOther / navigational
2026 major data breaches 2026 United States identity theft employee benefits family protectionGoogle ↗
OBSERVEDConsequence

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%ComparisonConsequence50%ReasonDefinitionInstructionYes / 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 employee benefits identity theft protection providers family coverage Allstate Identity Protection Aura Norton LifeLock IDX Experian features Google ↗
2026 major data breaches 2026 United States identity theft employee benefits family protection Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 employee benefits identity theft protection providers family coverage Allstate Identity Protection Aura Norton LifeLock IDX Experian features
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
2026 major data breaches 2026 United States identity theft employee benefits family protection
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1