Can you explain the actual ROI for getting our project managers through a Scrum Master certification given our current agile transition challenges as a ten person software agency?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you explain the actual ROI for getting our project managers through a Scrum Master certification given our current agile transition challenges as a ten person software agency?
2 real searches · 1 real-search pass
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)
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
Scrum Guide 2020 Scrum Master accountability effectiveness Scrum Team official Google ↗
systematic literature review agile software development productivity empirical evidence team outcomes Scrum training certification ROI Google ↗
- Scrum Guide · scrumguides.org
- Scrum Guide · scrumguides.org
- PSM I certification details · scrum.org
- CSM certification details · scrumalliance.org
- Understanding how agile teams reach effectiveness: A systematic literature review to take stock and look forward · doi.org
- The organisational impact of agility: a systematic literature review | Management Review Quarterly · link.springer.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Scrum Guide 2020 Scrum Master accountability effectiveness Scrum Team official OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
systematic literature review agile software development productivity empirical evidence team outcomes Scrum training certification ROI OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |