seodata.dev

keyword

aws ml courses

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

$ curl "https://app.seodata.dev/v1/keyword?q=aws+ml+courses&country=us" +--------------+------------------+ | volume | 170 | | cpc | $4.96 | | competition | 0.53 | | country | US | | updated | 2026-05-27 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
aws machine learning certification 2,400 $4 11/20
aws machine learning 1,300 $10.58 11/20
aws ml course 210 $6.88 10/20
aws machine learning course 210 $6.88 9/20
aws machine learning courses 170 $4.96 11/20
amazon ml courses 110 $3.87 13/20
amazon ml course 110 $6.28 11/20
amazon machine learning course 110 $6.28 10/20
aws machine learning training 50 $6.22 11/20
aws machine learning ai 40 $8.49 8/20

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=aws+ml+courses&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