seodata.dev

keyword

aws ml certification

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

$ curl "https://app.seodata.dev/v1/search-volume?q=aws-ml-certification" +--------------+------------------+ | volume | 2,400 | | cpc | $4.05 | | competition | 0.43 | | country | US | | updated | 2026-03-30 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
aws machine learning certification 2,400 $4 20/20
aws certification machine learning 590 $4.21 15/20
aws certified machine learning specialty certification 390 $3.6 13/20
aws machine learning specialty 320 $3.37 12/20
aws ai ml certification 260 $4.21 12/20
aws ai/ml certification 260 $4.21 12/20
aws machine learning certificate 210 $5.48 14/20
aws ml specialty certification 140 $3.9 13/20
machine learning aws certification 50 $4.01 14/20
machine learning certification aws 30 $5.05 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/search-volume?q=aws-ml-certification" 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