Why so much SEO work no longer drives growth?
Why Keyword SEO is Less Effective: Most SEO tasks, whether in-house or outsourced, still revolve around the same pillars: keyword research, on-page optimization, technical reviews, content descriptions, link building, and reporting. Maybe a little CRO if the job writer was feeling ambitious.
The problem is that the work generated by these skills is no longer the work that drives results.
I’ve observed this trend across our client portfolio over the past 18 months. The work that will deliver results in 2026 will be virtually nonexistent compared to what will deliver results in 2022, yet team structures, training plans, and talent retention remain based on the outdated model.
And internal leaders and business owners are quietly wondering why their teams feel busy yet ineffective. The honest answer is that a significant portion of what they’re being asked to do no longer represents the full vision.
This isn’t an article about how AI is killing SEO. This article discusses what this discipline has become and what your team needs to do to succeed in it.
What’s (mostly) no longer interesting?
Three activities that were once paid have quietly disappeared from the list.
Keyword research as a standalone task: Creating an index of 200 keywords with search volumes and difficulty levels used to be a paid task. It seems to be suspended. But its strategic value has plummeted.
Volume data is becoming increasingly unreliable as AI reviews absorb queries at the top of the conversion funnel. Difficulty levels have never represented the majority of search results characteristics, and the keywords that generate conversions are in the long tail, where there’s no clearly visible tool.
Keyword research as a thought activity is still interesting. As a task, it no longer is. What’s (mostly) no longer interesting?
Three activities that were once paid have quietly disappeared from the list.
Keyword Research as a Standalone Task
Creating an index of 200 keywords with search volumes and difficulty levels used to be a paid task. It seems to be on hold. But its strategic value has plummeted.
Volume data is becoming increasingly unreliable as AI reviews absorb queries at the top of the conversion funnel. Difficulty levels have never been the most representative feature of search results, and the keywords that generate conversions are in the long tail, where there’s no clearly visible tool.
Keyword research as a reflective activity remains interesting. As a task, it no longer is.
High-Volume Content Production
The old model was simple: identify keyword gaps, briefly explain them, publish quickly, and watch the traffic grow. That model has broken down in two ways at once. In short, artificial intelligence consumes the informational queries that articles used to handle, and the cost of producing competent but undifferentiated content has been reduced to virtually zero.
Producing more content gives you an edge over the competition. If your content could have been generated by anyone using the same principle, ranking would become increasingly difficult and ultimately pointless, even if you manage to rank.
On-Page Optimization
Adding internal links, modifying titles, and optimizing H1s are all still valid, and it’s perfectly fine if you don’t do them. But it’s just a tool, not a strategy. Doing it well allows you to reach a point where your content has a fair chance of being judged on its own merits. It doesn’t rank you on its own.
Teams that dedicate 40% of their week to working on the website and treat it like a job are neglecting the essential, growth-driving aspects.
This doesn’t mean the fundamentals aren’t important. They are.
Solid SEO techniques, well-optimized pages, and well-written content remain the foundation upon which everything else rests. If these aspects are omitted, nothing done later will be useful.
The big change is that the fundamentals used to represent the bulk of the work. Now they’re just the beginning.
Everything above the foundation—entity relations, original research, distribution, and AI visibility—depends on establishing these fundamentals, but the fundamentals alone won’t get you where you want to be.
Most teams have a bottom layer that’s largely under control and very little work above it, so the work seems intense, but the results don’t progress. High-Volume Content Production
The previous model was simple: identify keyword gaps, briefly explain them, publish them quickly, and watch their frequency increase. That model fails in two ways. The advent of artificial intelligence consumes the informational queries that those articles previously received, and the cost of producing competent but mediocre content has been reduced to virtually zero.
Producing more content gives you an advantage over others. If your content could have been generated by anyone using the same criteria, ranking it becomes increasingly difficult and pointless, even when you manage it.
On-page optimization: Adding internal links, modifying titles, and optimizing H1 headings. All of this is still valid, and it’s perfectly fine not to do it. But it’s just a tool, not a strategy. Doing it well allows you to reach a point where your content has a fair chance of being judged on its own merits. It doesn’t automatically rank you.
Teams that dedicate 40% of their week to website work and treat it like a job are neglecting the essential, growth-driving aspects.
This doesn’t mean the fundamentals aren’t important. They certainly are.
Solid SEO techniques, well-optimized pages, and well-written content remain the foundation upon which everything else rests. If these are omitted, nothing done later will be useful.
The big change is that the fundamentals used to constitute the bulk of the work. Now they’re just the beginning.
Everything above the foundation—entity relations, original research, distribution, and AI visibility—depends on these fundamentals being in place, but the fundamentals alone don’t allow for the same level of organization as before.
Most teams have a bottom layer that’s largely under control and very little work above it, so it looks like there’s a lot of work, but the results aren’t progressing.f work, but the results aren’t progressing.
What matters now
This is what I would include in a job description today, ordered by how often its failure is presented as the real reason a client isn’t growing. The execution varies depending on the size of the company, but the underlying technique is the same.
Entity and Brand Building
This is the biggest gap I see in our client base. Google has been moving toward entity-based understanding for years, and the rise of research driven by law degrees (LLMs) has accelerated it. If your brand isn’t recognized as a well-known entity in your industry, you will inevitably stagnate, no matter how good your content is.
For large companies, the technique involves having a program that gives online visibility to the brand and its executives. It’s a combination of SEO, public relations, and communications, and it’s usually positioned between the various functions in most companies. Someone needs to be responsible for it, with a mandate to work with the press team, the content team, and the founder or executives.
For small businesses, the technique focuses more on disciplined consistency. Someone needs to ensure the company appears accurately and consistently wherever it’s mentioned, and that no one outside the direct customer has any reason to know it exists.
This role is different from keyword research and is rarely assigned. We have a client in the engineering sector who dedicated most of last year to this type of work, and their visibility has almost doubled without any issues.
In any case, the difference in capabilities is the same. Very few companies have someone whose job is to solidify the brand as a recognized entity, and increasingly, this is what determines whether the rest of the SEO work is worthwhile.
Original Research and Proprietary Data
If you can publish data, information, or expertise that doesn’t exist anywhere else, you possess something that artificial intelligence can’t synthesize and that the competition can’t easily imitate. Expertise is, without a doubt, the strongest differentiator left in the industry.
For large companies, the key lies in being able to conduct, execute, and publish original research at the level of journalists. This involves a select set of disciplines—research design, analysis, editing, and publishing—that is almost never found in its entirety within an SEO team.
Developing or partnering with this capability is the next challenge for any company aspiring to earn links and mentions on a large scale.
For small businesses, the key is editing, not research. They have years of hands-on experience, real-world client experience, and a deep understanding of their industry that no one else possesses.
The skill that determines whether all of this reaches the audience is having someone capable of extracting the specialized knowledge of those who possess it and transforming it into publishable content.
This is something that most small businesses currently lack, and that most agencies don’t offer. This deficiency is what determines whether their content reads like everyone else’s or as something only they could have written.
Distribution and Related Public Relations
It used to be believed that good content, if good enough, would automatically get links. This was never entirely true, and it certainly isn’t anymore. Content gets cited, linked to, and quoted because someone is actively presenting it to the right people.
For large companies, this skill visibly overlaps with public relations, and that’s where most teams fall short. The necessary skill is a combination of SEO acumen and PR experience, and the realistic options are to integrate both functions more closely, hire both professionals, or partner with someone who already has experience in this area.
For small businesses, this skill focuses more on building relationships than on media relations. You don’t need a press contact list, but you do need someone who considers presenting the work to the right people as part of their job, not something that happens by chance. This mindset is fundamentally different from the expectation that content will find itself, and it’s something most small businesses don’t have.
Regardless of size, the fundamental skill remains the same: someone whose specific role is to ensure that good content reaches its target audience. And most companies don’t have anyone responsible for this, and it shows.
Search Engine Visibility Through Artificial Intelligence
This part of the discipline is now the loudest, and much of that noise is useless. The true indicator of how your brand appears in AI Overviews, ChatGPT, Perplexity, Claude, and other search engines is now measurable and optimizable, and it doesn’t always align with your ranking in traditional search engines.
For large companies, the technique is partly old—structured content, semantic markup, and working with entities—and partly new: understanding how different machine learning models (LLM) retrieve and cite content, observing mentions in AI-powered responses, and designating content that deserves to be cited rather than just clicked. Someone needs to be responsible for this and have the time and tools to properly track it.
An example from one of our clients perfectly illustrates why: their attribution shortcomings were obscuring the fact that a large portion of their new inflow came from AI-driven discovery, not from paid or organic channels, as the dashboard indicated. Without anyone noticing, the picture was inaccurate.
For small businesses, the key lies more in curiosity than in tools. Every business owner should periodically ask themselves if their company appears when potential customers search for AI tools in their industry, and if not, why. Most small businesses don’t even have someone asking this question.
The mistake both sides of the market make is treating AI visibility as a standalone channel. It isn’t. It’s a consequence of the rest of the inflow being healthy. The teams that succeed in this area don’t have the most sophisticated research. They’re the ones that demonstrate a strong presence, genuine expertise visible online, and ensure their presence is where it’s needed.
Analytical Depth
Over the years, SEO reports have become commonplace. Anyone can export data from Search Console and integrate it into a dashboard. However, what remains rare is the ability to interpret that data—more difficult than it seems when half the traffic signals are distorted by AI-powered click-sucking summaries, search engine optimization is inflated by LLM exposure, and attribution is fragmented every month.
For large companies, this skill is closer to that of an analyst than a marketer. Someone who can analyze data, compare it across multiple platforms, and generate insights into what’s driving growth, rather than just what’s displayed on the page. This skill is underutilized both internally and across the organization, and increasingly, it makes the difference between a team that can defend its strategy in a board meeting and one that can’t.
For small businesses, there’s often no budget for a dedicated analyst, but the skill is still present in a more subtle form. Every business owner needs to interpret the numbers and be honest about which metrics are misleading. Most importantly, they need to be curious about the difference between what analytics suggest and what the business actually does, and be willing to act on what that difference reveals.
First-hand data will become increasingly essential in all cases. Researching leads, interviewing customers, and better understanding their journey are virtually impossible without it.
What does this mean for you?
If you run an in-house SEO department, the practical question is what goal to set and who to hire or train first.
The truth is, your team probably doesn’t need to be bigger. It needs a different structure. One senior SEO expert who prioritizes the company’s vision and writes press releases is worth more than two mid-level managers who only write short articles.
A part-time research report is worth more than a freelance copywriter. Redirecting the production budget toward strategy and distribution is an ongoing process, and internal sales are more difficult than hiring more employees.
Another point to consider: your relationships will become more difficult before they become easier. As teamwork, original research, and AI visibility are prioritized, the time between work and measurable results lengthens.
Be upfront with your leaders from the start. It’s much easier to defend a six-month plan that was developed in advance than one that has to be explained afterward when the supply chain is disrupted.
What does this mean for you as an agent?
The key to client retention is hard work. The standard package of keyword research, content descriptions, on-page optimization, monthly reports, and a bit of link building sells clients outdated training at current prices. It’s even harder to defend this when a client compares your product to what they could get with an AI tool and a dedicated recruiter.
More and more agencies are reinventing their offerings by focusing on capabilities rather than results. They drive strategy and agency work, prioritize original research, treat distribution as a core service rather than an afterthought, and are honest with clients about what they no longer recommend. They also charge more because it’s increasingly difficult to turn work into products.
The agencies I see working are still selling retention in 2022 and are quietly wondering why renewals are becoming more difficult. What does this mean for you as an agent?
The key to client retention is hard work. The standard package of keyword research, content descriptions, on-page optimization, monthly reports, and a bit of link building sells clients outdated training at current prices. It’s even harder to defend when a client compares your work to what they could get with an AI tool and a specialized recruiter.
The agencies that are growing now are the ones that have reinvented their offering by focusing on capabilities rather than the final product. They prioritize strategy and agency work, value original research, treat distribution as a core service rather than an afterthought, and are honest with clients about what they no longer recommend. They also charge more because it’s increasingly difficult to turn that work into products.
The agencies I see succeeding are the ones still selling a commitment for 2022 and quietly wondering why renewals are becoming increasingly difficult.
Where to begin?
If you’re trying to understand your team’s or company’s position in this situation, a helpful exercise is to analyze the last three months of your operations and ask yourself: What percentage of your hours did you dedicate to your most valuable work five years ago compared to your most valuable work now?
For most teams, the honest answer is difficult. Up to 80 percent of your time is still spent on content production and website work, with strategic activities that drive progress taking up the remaining time once the production schedule is complete.
This ratio needs to be reversed. Not all at once, and not without sacrificing the fundamentals. But the direction is clear, and the teams that act first will be the ones that remain prepared when the next platform changes arrive.
Discipline isn’t dead. It has simply taken on a new role. The teams that adapt their skills now, before it becomes obvious to everyone, will be the ones that emerge from the next two years in a much stronger position than they were at the start.
