Real ChatGPT answer · index seedDc6I907xxUocompleteCareers and HR · professional networkingcomparison
Between LinkedIn content engagement and attending YEC entrepreneur groups which gives a faster return on investment?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Between LinkedIn content engagement and attending YEC entrepreneur groups which gives a faster return on investment?
3 real searches · 1 real-search pass
Young Entrepreneur Council YEC membership events networking benefits officialGoogle ↗
OBSERVEDOther / navigational
LinkedIn B2B thought leadership content engagement lead generation ROI research 2025Google ↗
OBSERVEDConsequence
in-person networking business referrals relationship sales ROI research entrepreneursGoogle ↗
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)
Classes come from the query-classifier (a local Laya model). 3 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
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Young Entrepreneur Council YEC membership events networking benefits official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
LinkedIn B2B thought leadership content engagement lead generation ROI research 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
in-person networking business referrals relationship sales ROI research entrepreneurs OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |