Real ChatGPT answer · index seedKiICatRuVWQcompleteB2B software · AI and automation toolsinformational
How can our marketing agency measure generative AI productivity gains without buying expensive enterprise analytics software
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can our marketing agency measure generative AI productivity gains without buying expensive enterprise analytics software
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
generative AI productivity measurement framework time saved quality output marketing teams study 2024 2025 Google ↗
AI productivity measurement task-level baseline time quality rework knowledge workers research Google ↗
- Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of Artificial Intelligence on Knowledge Worker Productivity and Quality · doi.org
- Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of Artificial Intelligence on Knowledge Worker Productivity and Quality · doi.org
- The Impact of Generative AI on Work Productivity · stlouisfed.org
- Generative AI at Work* | The Quarterly Journal of Economics · doi.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
generative AI productivity measurement framework time saved quality output marketing teams study 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
AI productivity measurement task-level baseline time quality rework knowledge workers research OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |