seodata.dev

keyword

guide machine learning

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

$ curl "https://api.seodata.dev/v1/keyword?q=guide+machine+learning&country=us" +--------------+------------------+ | volume | 90 | | cpc | $4.91 | | competition | 0.27 | | country | US | | updated | 2026-06-06 | +--------------+------------------+
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
learning machine learning 49,500 $6.95 6/20
learning about machine learning 49,500 $7.58 4/20
learning in machine learning 49,500 $7.38 4/20
machine learning ml 49,500 $7.58 4/20
techniques of machine learning 1,300 $6.73 5/20
machine learning how to 720 $9.09 5/20
machine learning guides 90 $4.91 13/20
machine learning guide 90 $0 8/20
machine learning guidelines 90 $4.91 8/20
beginner ml 40 $4.41 5/20

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=guide+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