Real ChatGPT answer · index seedUnGe34E4vYIcompleteEducation · certificationscommercial

Is the Certified Scrum Master certification from Scrum Alliance still considered valuable by top tech companies, or do hiring managers prefer advanced credentials like the PSM II?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is the Certified Scrum Master certification from Scrum Alliance still considered valuable by top tech companies, or do hiring managers prefer advanced credentials like the PSM II?
2 real searches · 1 real-search pass
2026 hiring manager preference Certified ScrumMaster CSM vs Professional Scrum Master II PSM II tech companies job requirementsGoogle ↗
OBSERVED
Scrum Alliance CSM certification requirements renewal official Scrum.org PSM II assessment officialGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
2026 hiring manager preference Certified ScrumMaster CSM vs Professional Scrum Master II PSM II tech companies job requirements Google ↗
Scrum Alliance CSM certification requirements renewal official Scrum.org PSM II assessment official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 hiring manager preference Certified ScrumMaster CSM vs Professional Scrum Master II PSM II tech companies job requirements
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Scrum Alliance CSM certification requirements renewal official Scrum.org PSM II assessment official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1