Keyword research is one of those tasks that seems simple until you actually try to do it properly. I've been refining my workflow recently, and the biggest game-changer was looking beyond just search volume. You really need to consider keyword difficulty, CPC, and ads competition to get a full picture. I built a small script that pulls data from multiple sources and aggregates it into a single CSV. The logic is straightforward: I query for a seed keyword, then expand it with long-tail variations, and finally score each one based on difficulty and potential ROI. The tricky part is filtering by country—search intent varies so much across markets. I found that grouping keywords by country and comparing the metrics side-by-side reveals opportunities you'd miss otherwise. If you want to skip the coding, SERPSpur's Keyword Research Tool does all of this in a few clicks. It gives you search volume, CPC, keyword difficulty, and ads competition for any country. Have you found any particular metric to be more reliable than others when evaluating keywords?https://serpspur.com/tool/keyword-research-tool/
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Top comments (2)
I totally agree that country-level filtering changes everything—I've seen keywords with huge volume in the US that are essentially dead in smaller markets. Do you find CPC or keyword difficulty more predictive of actual conversion potential, or do you weight them differently depending on the niche?
Great question — honestly, I've found that keyword difficulty paired with CPC tends to be the most reliable combo, since low difficulty with high CPC often signals untapped commercial intent. Have you noticed that holding true in your niche?