We need to measure generative AI productivity gains for our small consulting business this quarter, what frameworks actually work?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need to measure generative AI productivity gains for our small consulting business this quarter, what frameworks actually work?
3 real searches · 1 real-search pass
2026 generative AI productivity measurement framework consulting firms task-level time quality economic value randomized controlled study consultantsGoogle ↗
OBSERVED
generative AI productivity measurement field experiment consultants BCG 2023 25 percent faster quality 40 percentGoogle ↗
OBSERVED
NBER generative AI productivity customer support study 14 percent productivity quality experienceGoogle ↗
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
2026 generative AI productivity measurement framework consulting firms task-level time quality economic value randomized controlled study consultants Google ↗
generative AI productivity measurement field experiment consultants BCG 2023 25 percent faster quality 40 percent Google ↗
NBER generative AI productivity customer support study 14 percent productivity quality experience Google ↗
- Experimental evidence on the productivity effects of generative artificial intelligence · pubmed.ncbi.nlm.nih.gov
- Generative AI at Work* | The Quarterly Journal of Economics · academic.oup.com
- Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of Artificial Intelligence on Knowledge Worker Productivity and Quality · doi.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 |
|---|---|---|---|---|---|---|---|
2026 generative AI productivity measurement framework consulting firms task-level time quality economic value randomized controlled study consultants OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
generative AI productivity measurement field experiment consultants BCG 2023 25 percent faster quality 40 percent OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NBER generative AI productivity customer support study 14 percent productivity quality experience OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |