Real ChatGPT answer · index seed4ijAMEGeZ48completeEducation · online coursescomparison

Would a college admissions officer prefer seeing a certificate from the LinkedIn learning excel course or a project from a coding bootcamp?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Would a college admissions officer prefer seeing a certificate from the LinkedIn learning excel course or a project from a coding bootcamp?
1 real search · 1 real-search pass
college admissions officers value projects portfolios demonstrated initiative over online course certificates extracurricular activities admissions adviceGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
college admissions officers value projects portfolios demonstrated initiative over online course certificates extracurricular activities admissions advice Google ↗
  1. How We Review · admissions.caltech.edu
  2. Activities · admissions.upenn.edu
  3. Extracurriculars: What Counts? · Inside Admissions · admissions.tufts.edu

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
college admissions officers value projects portfolios demonstrated initiative over online course certificates extracurricular activities admissions advice
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1