Real ChatGPT answer · index seedyxeKHwscnMQcompleteEducation · K-12 schoolsbrand

What are the complaints against Pearson online learning platforms regarding hidden subscription costs for public school parents?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the complaints against Pearson online learning platforms regarding hidden subscription costs for public school parents?
2 real searches · 1 real-search pass
Pearson online learning platform hidden subscription costs public school parents complaints subscription fees school parentsGoogle ↗
OBSERVEDOther / navigational
Pearson K-12 online learning subscriptions parent complaints hidden costs public schools Pearson pricingGoogle ↗
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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
Pearson online learning platform hidden subscription costs public school parents complaints subscription fees school parents Google ↗
Pearson K-12 online learning subscriptions parent complaints hidden costs public schools Pearson pricing Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pearson online learning platform hidden subscription costs public school parents complaints subscription fees school parents
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Pearson K-12 online learning subscriptions parent complaints hidden costs public schools Pearson pricing
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1