Short answer: yes, but not for the reason it used to.
The old thinking was: Targeting only high-volume head terms that are dominated by marketplaces like Amazon, ignoring achievable long-tail alternatives. That framing is dated — search engines have gotten much better at figuring things out without hand-holding. But 'search engines can cope without it' isn't the same as 'it doesn't matter.'
What actually changed is who benefits. Layer transactional modifiers ('buy', 'discount', 'free shipping') onto core product terms to surface phrases with real purchase intent. That's less about appeasing an algorithm and more about not wasting the crawl/attention you already have.
The practical test isn't whether it's trendy — it's whether skipping it creates work for someone else later (a crawler, a future you, a user). By that test, ecommerce keyword research still earns its place.
Same question, different tool: does meta title and description tags still matter?
eCommerce Keyword Research Tool either way — checking takes longer to read about than to do.
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