Real ChatGPT answer · index seedul6VCypB5iscompleteCareers and HR · professional networkingcomparison
Is it better to build a public portfolio on Twitter tech communities or stick to traditional networking via alumni databases for software engineering jobs?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it better to build a public portfolio on Twitter tech communities or stick to traditional networking via alumni databases for software engineering jobs?
1 real search · 1 real-search pass
software engineering hiring employee referrals networking research 2025 developer portfolio online presence recruiters GitHubGoogle ↗
OBSERVEDOther / navigational
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)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
software engineering hiring employee referrals networking research 2025 developer portfolio online presence recruiters GitHub Google ↗
- The State of Online Recruiting 2025 · ihiretechnology.com
- The State of the Job Search in 2025 · jobscan.co