seodata.dev

keyword

ml coding

Monthly search volume and cost-per-click data for "ml coding" in US.

$ curl "https://app.seodata.dev/v1/keyword?q=ml+coding&country=us" +--------------+------------------+ | volume | 320 | | cpc | $5.87 | | competition | 0.19 | | country | US | | updated | 2026-06-06 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
learning in machine learning 49,500 $7.38 7/20
learning machine learning 49,500 $6.95 5/20
machine learning tutorial 880 $6.17 6/20
machine learning coding 390 $7.17 6/20
ml code 320 $5.87 6/20
ml code challenges 140 $0 8/20
coding ml 70 $13.46 11/20
machine learning practice 70 $5.59 5/20
machine learning coding questions 50 $2.02 7/20
ml coding challenges 30 $0 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=ml+coding&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