Real ChatGPT answer · index seedydjS4Kcj7QYcompleteCareers and HR · job searchcomparison

Is Glassdoor better than Indeed for finding verified reviews about work culture and visa sponsorship reliability at tech startups?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is Glassdoor better than Indeed for finding verified reviews about work culture and visa sponsorship reliability at tech startups?
3 real searches · 1 real-search pass
2026 H-1B visa sponsorship employer verification USCIS employer data startup reliability how to verifyGoogle ↗
OBSERVEDYes / no
Glassdoor Indeed employee reviews verification policy anonymous reviews employer verification visa sponsorship startup reviewsGoogle ↗
OBSERVEDReason
Glassdoor reviews authenticity verification employee reviews moderation policy Indeed company reviews verificationGoogle ↗
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 (3)
Short factOther / navigationalComparisonConsequenceReason67%DefinitionInstructionYes / no33%

Classes come from the query-classifier (a local Laya model). 1 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
2026 H-1B visa sponsorship employer verification USCIS employer data startup reliability how to verify Google ↗
Glassdoor Indeed employee reviews verification policy anonymous reviews employer verification visa sponsorship startup reviews Google ↗
Glassdoor reviews authenticity verification employee reviews moderation policy Indeed company reviews verification Google ↗
  1. Article Detail · help.glassdoor.com
  2. Commitment to Authentic Reviews · glassdoor.com
  3. Indeed’s Company Reviews Policy · indeed.com
  4. Search employer records · uscis.gov
  5. View foreign labor certification data · dol.gov
  6. Understanding Our H-1B Employer Data Hub · uscisdhs-gov.us
  7. elaws · webapps.dol.gov
  8. Visit H1BGrader · h1bgrader.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 H-1B visa sponsorship employer verification USCIS employer data startup reliability how to verify
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
Glassdoor Indeed employee reviews verification policy anonymous reviews employer verification visa sponsorship startup reviews
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Glassdoor reviews authenticity verification employee reviews moderation policy Indeed company reviews verification
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1