seodata.dev

keyword

machine learning books recommendation

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

$ curl "https://app.seodata.dev/v1/keyword?q=machine+learning+books+recommendation&country=us" +--------------+------------------+ | volume | 20 | | cpc | $3.14 | | competition | 0.78 | | country | US | | updated | 2026-05-21 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
book machine learning 2,400 $1.69 15/20
books about machine learning 2,400 $1.69 15/20
books for machine learning 2,400 $1.75 14/20
best book machine learning 1,300 $2.03 20/20
machine learning best book 1,300 $2.18 20/20
machine learning book best 1,300 $2.03 20/20
best machine learning books 1,300 $3.27 19/20
machine learning best books 1,300 $3.27 17/20
best book of machine learning 1,300 $3.27 14/20
machine learning book recommendations 20 $3.14 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/keyword?q=machine+learning+books+recommendation&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