seodata.dev

keyword

machine learning stage

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

$ curl "https://app.seodata.dev/v1/keyword?q=machine+learning+stage&country=us" +--------------+------------------+ | volume | 20 | | cpc | $10.74 | | competition | 0.22 | | country | US | | updated | 2026-05-24 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
machine learning lifecycle 390 $8.36 2/20
stages of machine learning 50 $0 4/20
ml model development life cycle 40 $11.71 2/20
machine learning life cycle diagram 30 $0 2/20
machine learning stages 20 $37.2 8/20
machine learning phases 20 $2.72 5/20
phases of machine learning 20 $2.72 4/20
ml cycle 20 $0 3/20
machine learning project steps 20 $3.88 2/20
steps in machine learning project 20 $0 2/20

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+stage&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