seodata.dev

keyword

machine learning step by step

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

$ curl "https://app.seodata.dev/v1/keyword?q=machine+learning+step+by+step&country=us" +--------------+------------------+ | volume | 170 | | cpc | $12.39 | | competition | 0.12 | | country | US | | updated | 2026-05-18 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
learning machine learning 49,500 $6.95 8/20
machine learning tutorial 880 $6.17 7/20
tutorial for machine learning 880 $6.17 6/20
machine learning how to 720 $9.09 9/20
how can i learn machine learning 590 $8.79 7/20
beginners machine learning 390 $7.58 7/20
machine learning step-by step 170 $9.07 16/20
getting started machine learning 170 $8.28 7/20
how to learn machine learning programming 50 $7.73 7/20
how to implement machine learning 30 $8.82 7/20

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+step+by+step&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