Real ChatGPT answer · index seedQ8NOqDkGDrscompleteB2B software · AI and automation toolsinformational
What are the best methods currently used to measure generative AI productivity gains for remote knowledge workers in a small team?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best methods currently used to measure generative AI productivity gains for remote knowledge workers in a small team?
3 real searches · 1 real-search pass
2025 2026 measuring generative AI productivity knowledge workers field experiments task time quality productivity metrics small teamsGoogle ↗
OBSERVEDReason
NBER generative AI productivity knowledge workers customer support writing experiment productivity quality 2023 2024Google ↗
OBSERVEDOther / navigational
Microsoft Work Trend Index measuring AI productivity outcomes knowledge workers metrics 2025Google ↗
OBSERVEDConsequence
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)
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
2025 2026 measuring generative AI productivity knowledge workers field experiments task time quality productivity metrics small teams Google ↗
NBER generative AI productivity knowledge workers customer support writing experiment productivity quality 2023 2024 Google ↗
Microsoft Work Trend Index measuring AI productivity outcomes knowledge workers metrics 2025 Google ↗
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 measuring generative AI productivity knowledge workers field experiments task time quality productivity metrics small teams OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NBER generative AI productivity knowledge workers customer support writing experiment productivity quality 2023 2024 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Microsoft Work Trend Index measuring AI productivity outcomes knowledge workers metrics 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |