seodata.dev

keyword

hardware automation testing

Monthly search volume and cost-per-click data for "hardware automation testing" in US.

$ curl "https://api.seodata.dev/v1/keyword?q=hardware+automation+testing&country=us" +--------------+------------------+ | volume | 40 | | cpc | $4.06 | | competition | 0.31 | | country | US | | updated | 2026-06-25 | +--------------+------------------+
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
automation testing 12,100 $50.8 2/20
software testing automation 12,100 $52.59 2/20
testing and automation 12,100 $52.59 2/20
software testing hardware 1,600 $0 3/20
testing hardware software 140 $9.09 4/20
software hardware testing 140 $11.84 3/20
hardware automation 50 $11.29 5/20
automated hardware testing 40 $0 13/20
hardware test automation 40 $4.06 13/20
test automation hardware 40 $4.06 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://api.seodata.dev/v1/keyword?q=hardware+automation+testing&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