Are We Repeating History & Risking Backlink Penalties Again?

Search Engine Journal discusses concerns that some SEOs may be reverting to outdated link-building tactics in the pursuit of AI visibility. The article suggests that strategies resembling past link schemes, even if repackaged, are unlikely to be effective. Instead, it emphasizes that genuine authority remains crucial for a website's presence in AI-driven outputs like fan-out, grounding, and training data.

This matters for SEO professionals because it highlights the enduring importance of ethical and high-quality link acquisition. Relying on artificial or manipulative link-building methods could lead to penalties, similar to those seen in previous algorithm updates. Focusing on building authentic authority and earning natural backlinks will be key to long-term success and visibility in an evolving AI-driven search landscape.