seodata.dev

keyword

machine learning books

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

$ curl "https://app.seodata.dev/v1/search-volume?q=machine-learning-books&country=us" +--------------+------------------+ | volume | 1,900 | | cpc | $1.35 | | competition | 0.84 | | country | US | | updated | 2026-03-31 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
books about machine learning 2,400 $1.69 19/20
books for machine learning 2,400 $1.75 19/20
book machine learning 2,400 $1.69 16/20
machine learning book 1,900 $1.98 20/20
book for machine learning 1,900 $1.98 16/20
machine learning textbooks 1,900 $1.98 15/20
best machine learning books 1,300 $3.27 19/20
machine learning best books 1,300 $3.27 16/20
machine learning book best 1,300 $2.03 14/20
ml books 170 $0.27 14/20

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/search-volume?q=machine-learning-books&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