seodata.dev

keyword

coding ml

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

$ curl "https://api.seodata.dev/v1/keyword?q=coding+ml&country=us" +--------------+------------------+ | volume | 70 | | cpc | $13.46 | | competition | 0.06 | | country | US | | updated | 2026-06-25 | +--------------+------------------+
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 in machine learning 49,500 $7.38 8/20
learning machine learning 49,500 $6.95 5/20
machine learning tutorial 880 $6.17 7/20
machine learning and programming 590 $21.01 6/20
programming and machine learning 590 $13.32 6/20
machine learning coding 390 $7.17 9/20
ml coding 320 $5.87 11/20
ml code 320 $5.87 6/20
how to program machine learning 50 $5.59 6/20
ml programming tutorial 20 $0 6/20

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=coding+ml&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