Name: AI Research Snapshot dataset
Creator: AI-Buzz

Question 1

What is AI-Buzz?

Accepted Answer

AI-Buzz tracks daily-updated public signals across 263+ independent AI companies and uses them across company pages, rankings, and Research Snapshot cards to explain AI market shifts. Some underlying public signals extend back 13+ years.

Question 2

How do you measure developer adoption?

Accepted Answer

We use package downloads, dependents, download growth, GitHub contributors, and related public signals to measure developer adoption. Company pages, rankings, and methodology add more signal context when they help explain the snapshot.

Question 3

Why use npm and PyPI downloads as signals?

Accepted Answer

Package downloads reflect real developer usage, not marketing spend. When developers install a library, they are committing time and code to it, which makes downloads one of the clearest public adoption signals available.

Question 4

How often is the data updated?

Accepted Answer

Public metrics are updated daily. Some underlying public signals extend back 13+ years.

Question 5

How can I access AI-Buzz data?

Accepted Answer

Company pages, supporting signal pages, and methodology are public. Research Snapshot cards appear in the research feed at /research. See ai-buzz.com/about/methodology for details.

Research built on AI company signals.

Research briefing

Anthropic

Inspect the supporting evidence

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