Remaining not indexed parameter URLs after href="{{ product.url | split: "?" | first }}"

I know Shopify says all these unindexed URLs is not an issue, which I’m not going to address. I don’t care if I’m loosing “intelligence” in product recommendations… I want these URLs deleted, not hidden my a do not follow. I’m looking for a solution to change the code to stop my remaining URLs after the “?” to split. With only 200 products I originally had 6500 urls in the GSC Google Search Console. After implementing the href=“{{ product.url | split: “?” | first }}” and removing within collection for <a href=”{{ product.url | within: current_collection }}” class=”product-grid-item”> my GSC URLS dropped to 3000 urls. Here is a summary of remaining URLs I want fix. Since I can only export 1000 rows there are more but I am unable to export.

Here are a few example URLS:

https://alphaomegaartisan.com/products/chestnut-bellied-rock-thrush-ceramic-figurine?pr_prod_strat=collection_fallback&pr_rec_id=d55c4a7cf&pr_rec_pid=7792860823794&pr_ref_pid=7792863346930&pr_seq=uniform

https://alphaomegaartisan.com/products/flammulated-owl-ceramic-figurine?pr_prod_strat=e5_desc&pr_rec_id=e39030ef0&pr_rec_pid=7792865673458&pr_ref_pid=7792871407858&pr_seq=uniform

Is there a piece of code similar to href=“{{ product.url }}” that needs to also be split to remove these URLs? Any help would be greatly appreciated! Thank You!

@AlphaOmega most those look like they are generated from product recommendation features.

Or other sources such as javascript adding analytics info to URLS.

It’s the type of stuff a business wants, stripping it out can be pointless and cause business harm.

If there are no real duplicate url issues from lack of a canonical there is no issue.

Don’t confuse correlation with causation in other posts also chasing voodoo that then accept fly by night answers with no actual reasoning.

Unless you have the budget to go on a sojourn into web development this is not a good use of time.

It’s a cliche to self diagnose a non-problem as a SEO problem then self prescribe a “solution”.

Don’t waste time chasing stuff like this it’s a voodoo distraction, work on real issues.