seodata.dev

keyword

best textbooks on machine learning

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

$ curl "https://api.seodata.dev/v1/keyword?q=best+textbooks+on+machine+learning&country=us" +--------------+------------------+ | volume | 40 | | cpc | $0.56 | | competition | 1 | | country | US | | updated | 2026-06-17 | +--------------+------------------+
All search data is retrieved via the Google Ads API — you get the same numbers you'd see in Google Ads.

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
books about machine learning 2,400 $1.69 20/20
books for machine learning 2,400 $1.75 20/20
book machine learning 2,400 $1.69 17/20
machine learning best books 1,300 $3.27 20/20
machine learning book best 1,300 $2.03 20/20
best book machine learning 1,300 $2.03 18/20
best machine learning textbook 1,300 $2.18 16/20
best books about machine learning 1,300 $2.18 14/20
best books for machine learning 1,300 $2.18 14/20
best machine learning books 1,300 $3.27 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://api.seodata.dev/v1/keyword?q=best+textbooks+on+machine+learning&country=us" Returns: volume, cpc, competition Country: &country=us (50+ supported, 2-letter ISO) Auth: none for 20/day, register for 500/month, $4.99/mo unlimited

Full API spec: llms.txt