Question 1

Is Google Earth AI the same as Google Earth?

Accepted Answer

No, Google Earth AI is a Google-wide program representing a family of geospatial AI models and reasoning agents. Google Earth is a no-code geospatial analytics platform and one of several products through which Google Earth AI capabilities are available. Learn more about Google Earth AI here.

Question 2

Can I combine these datasets with my own data in BigQuery?

Accepted Answer

Yes, you can combine your proprietary data with these datasets, all under the control of your GCP environment. Read our documentation to learn more.

Question 3

Are these Insights datasets available in Google Earth and Earth Engine?

Accepted Answer

No, to gain access to these datasets, you’ll need to purchase a separate subscription from Google Maps Platform (sign up here).

Question 4

Can I use this data in Gemini Enterprise Agent Platform?

Accepted Answer

Yes, these datasets can be used in Gemini Enterprise Agent Platform for model training, fine-tuning and inference. For the specific datasets special service terms, read our documentation to learn more.

Question 5

Are all of these datasets available in BigQuery?

Accepted Answer

All of these Insights datasets are available to purchase for use in BigQuery.

Question 6

How are these datasets different from the APIs?

Accepted Answer

These datasets are in an analytics-friendly scale, format, and commercial structures. The APIs do not allow analytics use cases.

Question 7

What are embeddings?

Accepted Answer

Embeddings in geospatial data are compact, numerical vector representations of complex, high-dimensional, and multi-temporal geographic information. They translate raw data—such as satellite imagery, GPS trajectories, and text—into a format that machine learning models can understand.  Population Dynamics Insights embeddings can be accessed here.

Question 8

How do I buy these datasets?

Accepted Answer

These datasets are sold as annual subscriptions, billed monthly. Sign up to learn more.

Question 9

Can I combine these datasets together in BigQuery?

Accepted Answer

Yes, these datasets can be combined for analytical workflows in BigQuery. Read our documentation to learn more.