keyword

how to start programming as a beginner

Monthly search volume and cost-per-click data for "how to start programming as a beginner" in US.

$ curl "https://api.seodata.dev/v1/keyword?q=how+to+start+programming+as+a+beginner&country=us" +--------------+------------------+ | volume | 40 | | cpc | $11.59 | | competition | 0.54 | | country | US | | updated | 2026-06-30 | +--------------+------------------+

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
programming for beginner	4,400	$8.54	18/20
code for beginners	4,400	$8.75	10/20
starting of programming	1,900	$9.78	11/20
how to start code	1,300	$9.05	14/20
how to start programming	1,300	$9.81	11/20
how to start coding	1,300	$9.94	10/20
how to code for beginners	1,000	$7.85	10/20
software coding for beginners	880	$11.23	10/20
where to start coding for beginners	20	$22.14	13/20
how to start learning coding for beginners	20	$13.11	12/20

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=how+to+start+programming+as+a+beginner&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