seodata.dev

keyword

machine learning lifecycle management

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

$ curl "https://api.seodata.dev/v1/keyword?q=machine+learning+lifecycle+management&country=us" +--------------+------------------+ | volume | 20 | | cpc | $30.71 | | competition | 0.57 | | country | US | | updated | 2026-06-27 | +--------------+------------------+
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
machine learning lifecycle 390 $8.36 3/20
machine learning model life cycle 110 $8.51 3/20
machine learning model lifecycle 90 $20.89 3/20
ml model lifecycle 90 $3.31 3/20
machine learning development life cycle 50 $0 3/20
machine learning development lifecycle 50 $0 3/20
ml model development life cycle 40 $11.71 4/20
ml development life cycle 40 $21.58 3/20
ml lifecycle management 20 $25.61 13/20
ml cycle 20 $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://api.seodata.dev/v1/keyword?q=machine+learning+lifecycle+management&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