Real ChatGPT answer · index seedaEJcX8MjxAIcompleteEducation · certificationsinformational

I am on a tight budget trying to decide between Scrum Master and PRINCE2, which certification offers a better return on investment in the US?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am on a tight budget trying to decide between Scrum Master and PRINCE2, which certification offers a better return on investment in the US?
3 real searches · 1 real-search pass
2026 US Scrum Master certification PSM I exam cost Scrum Alliance CSM cost officialGoogle ↗
OBSERVEDInstruction
2026 PRINCE2 Foundation certification exam cost US official PeopleCertGoogle ↗
OBSERVEDShort fact
United States Scrum Master salary 2026 project manager job demand Agile Scrum PRINCE2 US employersGoogle ↗
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 (3)
Short fact33%Other / navigationalComparison33%ConsequenceReasonDefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2026 US Scrum Master certification PSM I exam cost Scrum Alliance CSM cost official Google ↗
2026 PRINCE2 Foundation certification exam cost US official PeopleCert Google ↗
United States Scrum Master salary 2026 project manager job demand Agile Scrum PRINCE2 US employers Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 US Scrum Master certification PSM I exam cost Scrum Alliance CSM cost official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
2026 PRINCE2 Foundation certification exam cost US official PeopleCert
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
United States Scrum Master salary 2026 project manager job demand Agile Scrum PRINCE2 US employers
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1