keyword

building llm from scratch

Monthly search volume and cost-per-click data for "building llm from scratch" in US.

$ curl "https://api.seodata.dev/v1/keyword?q=building+llm+from+scratch&country=us" +--------------+------------------+ | volume | 480 | | cpc | $5.6 | | competition | 0.29 | | country | US | | updated | 2026-06-27 | +--------------+------------------+

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
build a large language model from scratch	1,600	$4.68	12/20
llm from scratch	720	$9.54	13/20
build llm from scratch	480	$5.84	16/20
build large language models from scratch	170	$3.62	13/20
how to build an llm from scratch	110	$6.42	14/20
how to build a llm from scratch	70	$5.3	15/20
how to build llm from scratch	70	$8.57	15/20
create llm from scratch	50	$6.59	13/20
how to create an llm from scratch	40	$6.81	13/20
how to create a llm from scratch	30	$5.84	14/20

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=building+llm+from+scratch&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