Forums Forums White Hat SEO Anyone finding ahrefs for seo visibility pointless now? Reply To: Anyone finding ahrefs for seo visibility pointless now?

  • MpappaN

    Guest
    May 14, 2026 at 4:07 pm

    Your framework is spot on; finding true pain signals is everything.

    We hit this wall with keyword alerts being 99% noise, so we ended up building a simple NLP pipeline to score posts based on ‘pain-driven’ language vs. generic questions.
    Its a dance…but its not impossible..

    Good luck