Real ChatGPT answer · index seedFlE1MEmBhyUcompleteCareers and HR · job searchinformational

Can you explain how Glassdoor company reviews actually work and if I should trust the one-star ratings?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you explain how Glassdoor company reviews actually work and if I should trust the one-star ratings?
1 real search · 1 real-search pass
Glassdoor how company reviews work rating methodology review moderation anonymous reviews employer response guidelinesGoogle ↗
OBSERVEDReason

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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
Glassdoor how company reviews work rating methodology review moderation anonymous reviews employer response guidelines Google ↗
  1. Community Guidelines · help.glassdoor.com
  2. METHODOLOGY · assets.glassdoor.com
  3. Article Detail · help.glassdoor.com
  4. The why behind Glassdoor’s review moderation process · glassdoor.com
  5. Ratings on Glassdoor · help.glassdoor.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Glassdoor how company reviews work rating methodology review moderation anonymous reviews employer response guidelines
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1