Long Tail Pro was highly regarded in the 2012-2018 era when long-tail keyword strategy was newer and the tool was more unique. The product has since been outcompeted by tools like Ahrefs and KWFinder that include long-tail research in broader feature sets. The current complaint record includes billing concerns around annual renewals and a feature set that reviewers describe as stagnant.