How much money do businesses typically save, and how do they measure generative AI productivity gains after the first month?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much money do businesses typically save, and how do they measure generative AI productivity gains after the first month?
3 real searches · 1 real-search pass
generative AI workplace productivity field study measured productivity gains customer support 14% NBER 2023Google ↗
OBSERVEDConsequence
generative AI pilot ROI first 30 days measure productivity savings business benchmark 2025Google ↗
OBSERVEDConsequence
generative AI productivity gains business survey cost savings measurement 2025Google ↗
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
generative AI workplace productivity field study measured productivity gains customer support 14% NBER 2023 Google ↗
generative AI pilot ROI first 30 days measure productivity savings business benchmark 2025 Google ↗
generative AI productivity gains business survey cost savings measurement 2025 Google ↗
- 2025 Cloud and Generative AI Survey · altmansolon.com
- The Impact of Generative AI on Work Productivity · stlouisfed.org
- The Impact of Generative AI on Work Productivity · stlouisfed.org
- Generative AI at Work* | The Quarterly Journal of Economics · academic.oup.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
generative AI workplace productivity field study measured productivity gains customer support 14% NBER 2023 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
generative AI pilot ROI first 30 days measure productivity savings business benchmark 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
generative AI productivity gains business survey cost savings measurement 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |