Real ChatGPT answer · index seedhbne3BKUOPYcompleteEducation · online coursescommercial

Do hiring managers in tech actually care about edX verified certificates from Ivy League universities or are portfolio projects more important?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Do hiring managers in tech actually care about edX verified certificates from Ivy League universities or are portfolio projects more important?
1 real search · 1 real-search pass
technology hiring managers value portfolio projects over online certificates edX certificates employer survey skills based hiringGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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

Searches and sources

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
technology hiring managers value portfolio projects over online certificates edX certificates employer survey skills based hiring
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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