Real ChatGPT answer · index seeduCAV2FqJLCUcompleteCareers and HR · interviewscomparison

What do modern tech recruiters think of GitHub portfolio sites versus personal domain portfolio websites for software engineering candidates?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do modern tech recruiters think of GitHub portfolio sites versus personal domain portfolio websites for software engineering candidates?
2 real searches · 1 real-search pass
software engineering recruiters GitHub portfolio personal website portfolio hiring advice recruiters 2025Google ↗
OBSERVEDOther / navigational
developer portfolio website vs GitHub profile recruiters hiring managers opinions software engineerGoogle ↗
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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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
software engineering recruiters GitHub portfolio personal website portfolio hiring advice recruiters 2025 Google ↗
developer portfolio website vs GitHub profile recruiters hiring managers opinions software engineer Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
software engineering recruiters GitHub portfolio personal website portfolio hiring advice recruiters 2025
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
developer portfolio website vs GitHub profile recruiters hiring managers opinions software engineer
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1