seodata.dev

keyword

spark certified developer

Monthly search volume and cost-per-click data for "spark certified developer" in US.

$ curl "https://api.seodata.dev/v1/keyword?q=spark+certified+developer&country=us" +--------------+------------------+ | volume | 20 | | cpc | $4.8 | | competition | 0.35 | | country | US | | updated | 2026-08-12 | +--------------+------------------+
All search data is retrieved via the Google Ads API — you get the same numbers you'd see in Google Ads.

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
apache spark developer certification 320 $6.36 13/20
certified developer on apache spark 320 $6.36 13/20
apache spark certifications 320 $6.36 12/20
spark certified 320 $5.57 11/20
apache spark certified developer 260 $5.75 11/20
databricks spark certification 210 $13.32 10/20
spark databricks certification 170 $8 11/20
spark certification databricks 170 $8 10/20
databricks pyspark certification 50 $28.25 10/20
spark developer certification 20 $4.8 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://api.seodata.dev/v1/keyword?q=spark+certified+developer&country=us" Returns: volume, cpc, competition Country: &country=us (50+ supported, 2-letter ISO) Auth: none for 20/day, register for 500/month, $4.99/mo unlimited

Full API spec: llms.txt