How can our small marketing agency accurately measure the productivity gains from adopting generative AI tools across our writing and design teams?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can our small marketing agency accurately measure the productivity gains from adopting generative AI tools across our writing and design teams?
3 real searches · 1 real-search pass
field experiments generative AI productivity writing workers consultants quality time study NBER 2023 2024Google ↗
OBSERVEDReason
generative AI design productivity experiment graphic designers study quality timeGoogle ↗
OBSERVEDOther / navigational
how to measure generative AI productivity workplace task-level metrics quality rework researchGoogle ↗
OBSERVEDReason
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
field experiments generative AI productivity writing workers consultants quality time study NBER 2023 2024 Google ↗
generative AI design productivity experiment graphic designers study quality time Google ↗
how to measure generative AI productivity workplace task-level metrics quality rework research Google ↗
- Experimental evidence on the productivity effects of generative artificial intelligence · pubmed.ncbi.nlm.nih.gov
- The Double-Edged Roles of Generative AI in the Creative Process: Experiments on Design Work · pubsonline.informs.org
- The Double-Edged Roles of Generative AI in the Creative Process: Experiments on Design Work · pubsonline.informs.org
- Shifting Work Patterns with Generative AI · nber.org
- Shifting Work Patterns with Generative AI* · nber.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
field experiments generative AI productivity writing workers consultants quality time study NBER 2023 2024 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
generative AI design productivity experiment graphic designers study quality time OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
how to measure generative AI productivity workplace task-level metrics quality rework research OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |