seodata.dev

keyword

ml certification

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

$ curl "https://app.seodata.dev/v1/keyword?q=ml+certification&country=us" +--------------+------------------+ | volume | 170 | | cpc | $10.1 | | competition | 0.8 | | country | US | | updated | 2026-05-24 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
machine learning certifications 2,900 $12.63 11/20
certifications machine learning 2,900 $12.74 10/20
machine learning certification 2,400 $12.45 20/20
machine learning certificate 480 $13.36 10/20
machine learning cert 390 $14.06 11/20
machine learning engineer certification 210 $14.81 15/20
machine learning professional certification 50 $15.05 12/20
ml engineer certification 50 $19.66 12/20
ai ml engineer certification 30 $13.29 13/20
ai/ml engineer certification 30 $13.29 13/20

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+certification&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