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What is the difference between hiring freelance media buyers on Toptal versus LinkedIn when I need help with Facebook ads for my craft store

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the difference between hiring freelance media buyers on Toptal versus LinkedIn when I need help with Facebook ads for my craft store
2 real searches · 1 real-search pass
Toptal freelancer screening process matching fees hiring clients officialGoogle ↗
OBSERVEDOther / navigational
LinkedIn hiring freelancers services recruiting official independent professionalsGoogle ↗
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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
Toptal freelancer screening process matching fees hiring clients official Google ↗
LinkedIn hiring freelancers services recruiting official independent professionals Google ↗
  1. Toptal · toptal.com
  2. LinkedIn · linkedin.com
  3. Talent Frequently Asked Questions (FAQs) · toptal.com
  4. Why 3%: How Toptal Finds Top Talent · toptal.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Toptal freelancer screening process matching fees hiring clients official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
LinkedIn hiring freelancers services recruiting official independent professionals
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1