Real ChatGPT answer · index seedsJkin2W9ATYcompleteCareers and HR · workplace benefitscommercial

Can you compare Allstate Identity Protection and Experian IdentityWorks to see which makes a better employee benefit for someone who has never had it before?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare Allstate Identity Protection and Experian IdentityWorks to see which makes a better employee benefit for someone who has never had it before?
3 real searches · 1 real-search pass
Allstate Identity Protection employee benefits plans features identity theft restoration family coverage officialGoogle ↗
OBSERVEDComparison
Experian IdentityWorks employer benefits plans features identity theft restoration family coverage officialGoogle ↗
OBSERVEDOther / navigational
Allstate Identity Protection vs Experian IdentityWorks employee benefit comparison coverage monitoring insuranceGoogle ↗
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 / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / 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
Allstate Identity Protection employee benefits plans features identity theft restoration family coverage official Google ↗
Experian IdentityWorks employer benefits plans features identity theft restoration family coverage official Google ↗
Allstate Identity Protection vs Experian IdentityWorks employee benefit comparison coverage monitoring insurance Google ↗
  1. Identity theft and scam protection for employees · allstateidentityprotection.com
  2. Compare Identity Theft Protection Plans and Pricing · experian.com
  3. Benefits beyond breach · experian.com
  4. Identity Protection · benefits.usg.edu
  5. Plan features continued · benefits.usg.edu
  6. Identity Theft Protection · cardinalatwork.stanford.edu
  7. Experian IdentityWorks · portal.experianidworks.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Allstate Identity Protection employee benefits plans features identity theft restoration family coverage official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Experian IdentityWorks employer benefits plans features identity theft restoration family coverage official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Allstate Identity Protection vs Experian IdentityWorks employee benefit comparison coverage monitoring insurance
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1