seodata.dev

keyword

books to learn machine learning

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

$ curl "https://app.seodata.dev/v1/keyword?q=books+to+learn+machine+learning&country=us" +--------------+------------------+ | volume | 1,900 | | cpc | $1.35 | | competition | 0.84 | | country | US | | updated | 2026-05-20 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
books about machine learning 2,400 $1.69 12/20
books for machine learning 2,400 $1.75 12/20
machine learning books 1,900 $1.98 19/20
machine learning book 1,900 $1.98 16/20
best machine learning books 1,300 $3.27 17/20
machine learning best books 1,300 $3.27 12/20
machine learning top books 30 $0.29 15/20
top books for machine learning 30 $0.29 13/20
top books on machine learning 30 $0.29 13/20
top machine learning books 30 $0.29 12/20

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=books+to+learn+machine+learning&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