Real ChatGPT answer · index seedEnnUdMifHb8completeInsurance · Medicare planscomparison

Which has better patient satisfaction ratings for their network doctors: Kaiser Permanente or Humana for small business owners in California?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which has better patient satisfaction ratings for their network doctors: Kaiser Permanente or Humana for small business owners in California?
3 real searches · 1 real-search pass
California small business health insurance Humana medical plans small group availability 2026 Kaiser PermanenteGoogle ↗
OBSERVEDComparison
NCQA health plan ratings 2025 Kaiser Permanente California Humana commercial patient experience doctorsGoogle ↗
OBSERVEDReason
California Office Patient Advocate health plan ratings Kaiser Permanente Humana doctor ratings commercial plansGoogle ↗
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 / navigationalComparison67%ConsequenceReason33%DefinitionInstructionYes / 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
California small business health insurance Humana medical plans small group availability 2026 Kaiser Permanente Google ↗
NCQA health plan ratings 2025 Kaiser Permanente California Humana commercial patient experience doctors Google ↗
California Office Patient Advocate health plan ratings Kaiser Permanente Humana doctor ratings commercial plans Google ↗
  1. Summary · reportcard.opa.ca.gov
  2. 2025-26 Health Plan Report Card Released · cdii.ca.gov
  3. Highest-Rated Health Plans · ncqa.org
  4. NCQA’s Health Plan Ratings 2025 · ncqa.org
  5. Small Business · business.kaiserpermanente.org
  6. California's Health Benefit Exchange · hbex.coveredca.com
  7. Health Plans · coveredca.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
California small business health insurance Humana medical plans small group availability 2026 Kaiser Permanente
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
NCQA health plan ratings 2025 Kaiser Permanente California Humana commercial patient experience doctors
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
California Office Patient Advocate health plan ratings Kaiser Permanente Humana doctor ratings commercial plans
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1