Real ChatGPT answer · index seedjJKvRI8R2bIcompleteCareers and HR · professional networkingcomparison

Is paying for an alumni directory database search tool cheaper than networking via free Facebook alumni groups when looking for unlisted job openings?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is paying for an alumni directory database search tool cheaper than networking via free Facebook alumni groups when looking for unlisted job openings?
1 real search · 1 real-search pass
paid alumni directory search tools pricing alumni networking platforms compare free Facebook alumni groups job referrals ROI 2026Google ↗
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

ChatGPT1 real searches · gpt-6
paid alumni directory search tools pricing alumni networking platforms compare free Facebook alumni groups job referrals ROI 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
paid alumni directory search tools pricing alumni networking platforms compare free Facebook alumni groups job referrals ROI 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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