seodata.dev

keyword

top books for machine learning

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

$ curl "https://app.seodata.dev/v1/keyword?q=top+books+for+machine+learning&country=us" +--------------+------------------+ | volume | 30 | | cpc | $0.29 | | competition | 0.91 | | country | US | | updated | 2026-05-21 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
books about machine learning 2,400 $1.69 16/20
books for machine learning 2,400 $1.75 16/20
book machine learning 2,400 $1.75 14/20
machine learning books 1,900 $1.98 19/20
machine learning best books 1,300 $3.27 16/20
machine learning book best 1,300 $2.18 16/20
best book machine learning 1,300 $3.27 14/20
best machine learning books 1,000 $3.7 19/20
top books on machine learning 30 $0.29 17/20
machine learning top books 30 $0.29 16/20

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=top+books+for+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