From PageRank to AI-generated answers, SEO has evolved—but its foundation hasn’t.
Long before AI began summarizing answers and search engines started predicting intent, SEO was already changing. Google’s early PageRank algorithm rewarded backlinks. Later algorithms rewarded keywords, then relevance, then authority, and experience. Each evolution sparked the same reaction: Everything has changed.
And yet, beneath every technical shift, the reason people search has remained remarkably consistent. It’s all about pain.
Informational Searches: “I Don’t Understand”
When someone searches “how to bake bread” or “history of Rome,” it looks harmless, even academic. But at its core, an informational search is driven by cognitive discomfort, the gap between what someone knows and what they feel they should know. (A slight pain.)
Navigational Searches: “I Need to Get There”
Searching “Amazon” or “YouTube login” means the user knows where they want to go but feels blocked by inconvenience, memory, or some other issue. (Irritation is pain.)
Transactional Searches: “I Need This to Change”
Queries like “buy new iPhone” or “cheap flights to Denver” are driven by urgency, desire, and more often than not some level of anxiety. The user wants resolution and reassurance that they’re making the right decision. (Transactional searches represent strong pain.)
Commercial Investigation Searches: “Help Me Choose”
Searches such as “best laptops 2026” or “compare car insurance” reveal fear of regret. The user is close to action but something doesn’t feel right. They’re looking for clarity, confidence before moving forward. (Discomfort equals pain.)
Local Searches: “I Need Help”
Local searches often happen under pressure. Hunger. Physical discomfort. Time constraints. Searching “dentist near me” or “emergency plumber” isn’t theoretical. The pain here is real, and relief needs to be close.
Voice Searches: “Answer Me Without Effort”
Voice searches like “Hey Google, what’s the weather?” reflect cognitive fatigue. The pain isn’t the problem itself—it’s the effort required to solve it. Voice search exists to reduce friction when attention and energy are already depleted.
AI / LLM Searches: “Help Me Think”
AI-driven searches such as “plan a 3-day trip to Paris” are born from overwhelm. The user isn’t just looking for facts—they’re looking for synthesis, judgment, and reassurance. The pain here is complexity itself.
AI is a powerful tool. It can accelerate research, surface patterns, and generate drafts. In many ways, it’s a glorious addition to the marketer’s toolkit.
But AI does not feel pain.
It can reflect it, but it cannot originate it.
What Hasn’t Changed And Never Will
Algorithms will continue to evolve. Platforms will rise and fall. Search interfaces will become more conversational, more predictive, more automated.
But SEO will still belong to those who understand the pain, no matter how slight, behind the search.
Even entertainment searches are often driven by boredom, stress, loneliness, or the need to escape. Search queries are simply inciting incidents written in lowercase.
The most effective SEO strategies have never been about pleasing the algorithms. They’ve been about understanding people and their hurts and what resolution may look like from their point of view.
That’s why SEO in the age of AI doesn’t require less humanity. It requires more.
