Programmatic SEO - How to define the context domain

[OlliK]

Anyone doing programmatic SEO here? You may end up with a bunch of pages, that are quite similar, but give the correct answer for a specific set of parameters. Such as "How to change the middle brake light bulb for a Ford F150 Model 2012"

However, Google seems to not always grasp the parameters and sends searchers for "headlights Ford F 150" to the page.

Any ideas how to specify the context so that Google gets it?

 

[Boy]

I've got a few programmatic sites; check this out: just because you can make 60k pages doesn't mean you have to make 60k pages. Maybe 600 pages would suffice. It's fun to pump out 60k pages breaking down every bolt and light bulb in every truck, but damn, perhaps recognize that Google is telling you what you should create: How to Change Every Light Bulb in Your Ford F150 1992-2023

Consolidate a bit.

 

[OlliK]

Thanks Boy, for the advice. I considered this and tried. However, it does not work in my case either. (The Car case was just a common example, not the real target).

In your pSEO cases, do you observe impressions for keyword combinations that are spot on for a different page? Sometimes even with Page #1 avg. ranking?

I have a data set with a few discrete variables times many localities times a strong numerical number, then it simply is a set of a few 100K pages. And each page is already 1500 to 2500 words long, so no 150 word snippet pages.
Still Google gives me (significant) impressions for different localities and different numerical values.