Real ChatGPT answer · index seedR72yHyAUQwUcompleteMarketing and advertising · content marketingcomparison

How do I actually go about outsourcing graphic design work on Fiverr versus Upwork without getting scammed on my first real client marketing campaign?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I actually go about outsourcing graphic design work on Fiverr versus Upwork without getting scammed on my first real client marketing campaign?
2 real searches · 1 real-search pass
Fiverr help center payments orders communication scams seller buyer protection officialGoogle ↗
OBSERVEDOther / navigational
Upwork fixed price milestones escrow payment protection scams keep communication on platform officialGoogle ↗
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
Fiverr help center payments orders communication scams seller buyer protection official Google ↗
Upwork fixed price milestones escrow payment protection scams keep communication on platform official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fiverr help center payments orders communication scams seller buyer protection official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Upwork fixed price milestones escrow payment protection scams keep communication on platform official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1