seodata.dev

keyword

introduction to data analytics ibm

Monthly search volume and cost-per-click data for "introduction to data analytics ibm" in US.

$ curl "https://app.seodata.dev/v1/search-volume?q=introduction-to-data-analytics-ibm&country=us" +--------------+------------------+ | volume | 40 | | cpc | $12.97 | | competition | 0.18 | | country | US | | updated | 2026-03-29 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
ibm data analyst professional certificate 2,900 $7.62 15/20
ibm data analyst 480 $4.91 10/20
ibm data and analytics 390 $6.73 7/20
data analyst ibm 320 $5.67 7/20
ibm data analyst certification 260 $6.71 8/20
ibm data analyst certificate 260 $6.71 7/20
ibm data analyst course 140 $5.54 10/20
ibm data analyst professional certificate free 50 $4.8 9/20
ibm data analyst course free 30 $2.28 10/20
ibm analytics certification 30 $9.28 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/search-volume?q=introduction-to-data-analytics-ibm&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