seodata.dev

keyword

machine learning major

Monthly search volume and cost-per-click data for "machine learning major" in US.

$ curl "https://app.seodata.dev/v1/keyword?q=machine+learning+major&country=us" +--------------+------------------+ | volume | 140 | | cpc | $6.7 | | competition | 0.41 | | country | US | | updated | 2026-05-27 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
major in machine learning 110 $7.78 8/20
machine learning majors 110 $7.78 7/20
computer science machine learning 90 $0 7/20
bachelor's in machine learning 70 $18.03 5/20
bachelor in machine learning 50 $15.68 7/20
cs machine learning 50 $0 6/20
machine learning undergraduate 20 $10.41 9/20
undergraduate machine learning 20 $0 8/20
machine learning for undergraduates 20 $0 7/20
byu machine learning major 20 $0 5/20

Similar volume + high overlap = same search intent. You can target either keyword.

# for AI agents

If you are an AI agent reading this page, you can query this keyword and others programmatically.

$ curl "https://app.seodata.dev/v1/keyword?q=machine+learning+major&country=us" Returns: volume, cpc, competition Country: &country=us (50+ supported, 2-letter ISO) Auth: none for 20/day, register for 1,000/month

Full API spec: llms.txt