Real ChatGPT answer · index seedwr4yYIeYxeIcompleteCareers and HR · professional networkingcomparison

Is cold outreach on LinkedIn significantly less effective than sliding into DMs on tech Twitter for landing a growth marketing gig?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is cold outreach on LinkedIn significantly less effective than sliding into DMs on tech Twitter for landing a growth marketing gig?
2 real searches · 1 real-search pass
LinkedIn cold outreach response rates hiring managers job seekers 2025 startup founders Twitter X networking growth marketing jobsGoogle ↗
OBSERVEDOther / navigational
tech startup hiring through Twitter X founder networking growth marketing jobs LinkedIn outreach effectiveness researchGoogle ↗
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 (2)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / 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
LinkedIn cold outreach response rates hiring managers job seekers 2025 startup founders Twitter X networking growth marketing jobs Google ↗
tech startup hiring through Twitter X founder networking growth marketing jobs LinkedIn outreach effectiveness research Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LinkedIn cold outreach response rates hiring managers job seekers 2025 startup founders Twitter X networking growth marketing jobs
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
tech startup hiring through Twitter X founder networking growth marketing jobs LinkedIn outreach effectiveness research
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1