seodata.dev

keyword

how to start on machine learning

Monthly search volume and cost-per-click data for "how to start on machine learning" in US.

$ curl "https://app.seodata.dev/v1/keyword?q=how+to+start+on+machine+learning&country=us" +--------------+------------------+ | volume | 140 | | cpc | $8.96 | | competition | 0.46 | | country | US | | updated | 2026-03-29 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
how do i learn machine learning 720 $9.09 14/20
get started in machine learning 170 $8.28 14/20
get started machine learning 170 $8.28 13/20
how do i start learning machine learning 140 $8.91 16/20
how to start in machine learning 140 $8.91 16/20
how to start learning machine learning 140 $8.91 15/20
how to start with machine learning 140 $8.96 15/20
how to get started on machine learning 110 $9.34 13/20
where to start in machine learning 50 $9.3 14/20
where to start machine learning 50 $6.51 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=how+to+start+on+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