Real ChatGPT answer · index seedNhWrkw9MvxkcompleteCareers and HR · hiring and recruitingcomparison

How do the prices of LinkedIn profile headline optimization packages compare between Upwork freelancers and established agency websites?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do the prices of LinkedIn profile headline optimization packages compare between Upwork freelancers and established agency websites?
2 real searches · 1 real-search pass
Upwork LinkedIn profile headline optimization freelancer pricing packages headline rewrite costGoogle ↗
OBSERVEDComparison
LinkedIn headline optimization package pricing agency website LinkedIn profile servicesGoogle ↗
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 (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
Upwork LinkedIn profile headline optimization freelancer pricing packages headline rewrite cost Google ↗
LinkedIn headline optimization package pricing agency website LinkedIn profile services Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Upwork LinkedIn profile headline optimization freelancer pricing packages headline rewrite cost
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
LinkedIn headline optimization package pricing agency website LinkedIn profile services
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1