Contrast the environmental impact and lifecycle carbon footprint of manufacturing a traditional printed hardcover book versus streaming an equivalent audiobook over five years.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Contrast the environmental impact and lifecycle carbon footprint of manufacturing a traditional printed hardcover book versus streaming an equivalent audiobook over five years.
3 real searches · 1 real-search pass
life cycle assessment hardcover printed book carbon footprint kg CO2e manufacturing paper printing distribution studyGoogle ↗
OBSERVEDReason
audiobook streaming carbon footprint data transmission energy per GB data center network lifecycle assessment digital mediaGoogle ↗
OBSERVEDReason
environmental impact physical books versus ebooks lifecycle assessment carbon footprint study bookGoogle ↗
OBSERVEDComparison
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). 2 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
life cycle assessment hardcover printed book carbon footprint kg CO2e manufacturing paper printing distribution study Google ↗
audiobook streaming carbon footprint data transmission energy per GB data center network lifecycle assessment digital media Google ↗
environmental impact physical books versus ebooks lifecycle assessment carbon footprint study book Google ↗
- This document is downloaded from the · cris.vtt.fi
- CESC research behind Climate-friendly paperbacks · cesc.kth.se
- Green Supply Chain Designed for Recycling Part 1 · bic.org.uk
- The environmental sustainability of digital content consumption · nature.com
- Books from an environmental perspective—Part 2: e-books as an alternative to paper books | The International Journal of Life Cycle Assessment · doi.org
- Life-cycle greenhouse gas emissions of e-books vs. paper books: A Japanese case study · sciencedirect.com
- Printed Scholarly Books and E-book Reading Devices: A Comparative Life Cycle Assessment of Two Book Options · css.umich.edu
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
life cycle assessment hardcover printed book carbon footprint kg CO2e manufacturing paper printing distribution study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
audiobook streaming carbon footprint data transmission energy per GB data center network lifecycle assessment digital media OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
environmental impact physical books versus ebooks lifecycle assessment carbon footprint study book OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |