seodata.dev

keyword

ibm certificates

Monthly search volume and cost-per-click data for "ibm certificates" in US.

$ curl "https://app.seodata.dev/v1/search-volume?q=ibm-certificates&country=us" +--------------+------------------+ | volume | 260 | | cpc | $4.85 | | competition | 0.19 | | country | US | | updated | 2026-03-30 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
ibm data science professional certificate 5,400 $6.75 7/20
certify ibm 1,000 $4.8 10/20
ibm courses 1,000 $6.7 9/20
certification ibm 1,000 $6.09 7/20
certified ibm 1,000 $4.98 6/20
ibm certificate 1,000 $6.81 6/20
ibm certification 880 $4.61 12/20
ibm certifications 480 $6.54 7/20
ibm certified professional 50 $9.46 7/20
ibm professional certification 40 $6.98 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://app.seodata.dev/v1/search-volume?q=ibm-certificates&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