seodata.dev

keyword

ml code challenges

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

$ curl "https://app.seodata.dev/v1/keyword?q=ml+code+challenges&country=us" +--------------+------------------+ | volume | 140 | | cpc | $0 | | competition | 0.23 | | country | US | | updated | 2026-06-03 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
ml coding 320 $5.87 8/20
ml leetcode 140 $2.27 6/20
leetcode machine learning 140 $7.52 5/20
machine learning leetcode 140 $4.15 5/20
leetcode for ml 110 $0 6/20
leetcode ml 50 $0 6/20
machine learning coding questions 50 $2.02 6/20
deep ml leetcode 40 $0 7/20
deep-ml leetcode 40 $0 7/20
ml coding challenges 30 $0 15/20

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+code+challenges&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