All datasets / airanked

airanked/ai-overview-citations-b2b-2026

95 downloads in 30 days1 likesLast modified 12 Oct 2026View on Hugging Face

Permissive or share-alike

The declared licence (cc-by-4.0) is classified as permissive.

Declared licence: cc-by-4.0, from the tagEvidence: README.md at bb937f4
Licence files: No licence file at the top level of the repositoryEvidence: file list at bb937f4
Declared sources: None listed in the card metadata
Access gated on Hugging Face: No

Each cell links to what was checked: a file, a file list or a Hub record.

Tasks

text-classification

Citation text from the card

Which sources do Google AI Overviews cite for B2B software buying queries? This dataset logs every source Google linked in the AI Overview for 150 US buyer searches across 10 B2B software categories.

Full report: https://airanked.ai/research/ai-overview-citations-b2b

Creator: AI Ranked Editorial. License: CC BY 4.0.


AI Ranked Editorial. "AI Overview Citations for B2B Software Queries (US, Oct 2026, Wave 1)" [Data set]. Zenodo. DOI: 10.5281/zenodo.23311409 (https://doi.org/10.5281/zenodo.23311409)

Report: AI Ranked Editorial. "Which sources do Google AI Overviews cite for B2B software queries?" AI Ranked, October 12, 2026. https://airanked.ai/research/ai-overview-citations-b2b

All datasets marked Permissive or share-alike | JSON

The same facts for your agent

A free MCP server at mcp.datalicense.uk/mcp. Connect it from an MCP client such as Claude or Cursor.

dataset_licence({ "id": "airanked/ai-overview-citations-b2b-2026" })
signal: "permissive"
stated_licence: "cc-by-4.0"
sources: 0