Mad SEO: When Tactics Replace Thinking

Mad SEO is what happens when teams chase tactics without a strategy to anchor them. It looks productive: keyword research gets done, content gets published, links get built. But without a clear commercial objective tying those activities together, most of it produces noise rather than results.

The discipline has enough moving parts, enough competing advice, and enough short-term signals to keep an entire team busy indefinitely without ever materially improving the business. That busyness is the trap.

I spent several years running an agency where SEO was one of our core service lines. We grew the team significantly, took on clients across 30-odd industries, and managed campaigns that ranged from small local businesses to enterprise brands with millions of indexed pages. The pattern I saw repeatedly was not a lack of effort. It was effort pointed in the wrong direction, often because the team had confused execution with strategy.

What Does “Mad SEO” Actually Mean?

The phrase captures a particular kind of SEO dysfunction: frantic, reactive, and disconnected from business outcomes. It is the SEO equivalent of running fast without knowing where you are going.

It shows up in a few recognisable ways. Teams that publish content at volume because “more content means more rankings.” Campaigns that build links because a competitor has more of them, without asking whether those links are actually driving anything. Obsessive rank tracking for keywords that, even if won, would not move the commercial needle. Technical SEO sprints that fix things no user or crawler was ever bothered by.

None of these activities are inherently wrong. Content, links, and technical health are all genuine ranking factors. The problem is sequencing and intent. When tactics precede strategy, you end up optimising for the wrong things with real energy and budget.

If you want a grounded reference point for what coherent SEO strategy actually looks like, the Complete SEO Strategy hub on this site covers the full picture, from positioning and intent through to measurement and competitive analysis. This article sits inside that broader framework.

Why Tactical SEO Feels Like It Is Working

One of the reasons mad SEO persists is that it generates activity metrics that look like progress. Rankings move. Organic sessions tick up. New pages get indexed. The dashboard looks busy, and busy dashboards satisfy stakeholders who do not know what they are looking at.

I have sat in enough client reviews to know that the moment you put a graph trending upward on a slide, the room relaxes. It does not matter whether that graph represents something commercially meaningful. The visual signal does most of the work. That is a dangerous dynamic, because it rewards teams for optimising the metric rather than the outcome.

The honest version of SEO reporting asks harder questions. Is organic traffic converting at a rate that justifies the investment? Are the keywords we are ranking for attracting the right audience, or just an audience? Is the content we are producing building genuine authority in the topics that matter to our customers, or just filling editorial calendars?

Those questions are uncomfortable because they often reveal that a significant portion of what looked like progress was not. But they are the only questions worth asking if SEO is supposed to serve the business rather than justify the team’s existence.

Analytics tools compound this problem. GA4, Search Console, and third-party rank trackers each give you a partial view of what is happening. Search Console shows impressions and clicks, but its position data is an average across many queries and many locations. GA4 tells you sessions and conversions, but attribution is messy and referral data has gaps. When I ran agency-side reporting, we spent a lot of time explaining to clients that the numbers were directionally useful but not literally true. That nuance rarely survived the experience from analyst to board presentation.

The Keyword Volume Trap

If there is one place where mad SEO concentrates, it is keyword strategy. Specifically, the habit of sorting keyword lists by search volume and working down from the top.

High-volume keywords are appealing because the numbers are large. A keyword with 50,000 monthly searches looks like an opportunity. What that number does not tell you is the competition density, the intent distribution across searchers, the conversion rate of people who find you via that term, or whether your site has any realistic chance of ranking in the top five positions where most clicks actually go.

The sites that have built durable organic traffic tend to have won on specificity before they won on volume. They dominate a cluster of tightly related, commercially relevant terms. They build genuine depth in a topic area rather than shallow coverage of many areas. They earn authority through consistency rather than claiming it through volume.

I have seen this pattern play out in client campaigns across industries as different as B2B software and consumer retail. The brands that tried to rank for everything ranked for nothing particularly well. The ones that chose a lane, built real depth in it, and connected their content to genuine commercial intent were the ones still growing their organic traffic two years later.

Rand Fishkin and the team at Moz have written sensibly about this for years. Their current thinking on SEO priorities consistently points back to the same principle: earn authority in a specific domain before trying to expand it. That is not a new idea, but it is one the industry keeps forgetting whenever a new tactic gets popular.

Content Volume Versus Content Depth

The content arms race is one of the more visible symptoms of mad SEO. At some point, the advice “publish more content” became received wisdom, and teams took it literally. The result was a period in which enormous volumes of thin, keyword-stuffed content flooded every competitive vertical.

Google’s quality-oriented algorithm updates over the past several years have been a direct response to this. The helpful content signals, the E-E-A-T framework, the increasing weight given to demonstrated expertise: all of these are mechanisms designed to surface content that is genuinely useful rather than content that has been engineered to rank.

The practical implication is that depth now beats volume in most competitive categories. One well-researched, genuinely useful piece of content that covers a topic with real authority will outperform ten shallow pieces targeting related terms. That is not a comfortable message for teams that have built their workflows around publishing cadence, but it reflects what is actually happening in the SERPs.

When I was building out the content team at the agency, we went through a phase of chasing volume. The metrics looked good for a while. Then we started auditing the content we had produced and found that a large proportion of it was generating impressions but almost no clicks, and of the clicks it did generate, almost none were converting. We cut our publishing frequency significantly, invested more time per piece, and the results improved materially within two quarters. Less content, better results. That is a hard sell internally, but it is the right call.

Moz has also explored how building genuine community through SEO creates more durable signals than pure content volume. The idea is that real engagement, repeat visits, and brand search are all signals that compound over time in ways that manufactured content cannot replicate.

Link Building Without Commercial Logic

Link building is the area where SEO most reliably produces mad behaviour. The logic is simple enough: links from authoritative domains signal trust to Google, and more of them generally helps rankings. Where it goes wrong is in the execution.

Teams start chasing links as a metric in itself. Domain authority scores become targets. Outreach volume becomes a KPI. The question of whether any given link is likely to drive referral traffic, build brand credibility, or reach a relevant audience gets lost in the pursuit of the number.

I have reviewed link profiles for clients who had invested heavily in link acquisition and found portfolios full of links from sites that had nothing to do with their industry, had no real audience, and existed primarily as link vehicles. Some of those links were actively harmful. Most were simply inert. The investment had generated a metric without generating any of the underlying signals that metric was supposed to represent.

The better frame for link building is editorial coverage. If your content is genuinely useful and your site is a credible source on a topic, links accumulate as a byproduct of that credibility. The tactics that support this, digital PR, original research, useful tools, genuinely comprehensive resources, all work because they give other sites a reason to link that is not manufactured. They earn the link rather than acquiring it.

That is slower and harder than bulk outreach. It also compounds in a way that bulk outreach does not, because the links you earn tend to come from sites that are themselves credible, which means the signal they send carries more weight.

Technical SEO: Necessary but Not Sufficient

Technical SEO is the area where the discipline most resembles engineering, and it is also the area where teams can most easily disappear into detail that does not move the needle.

Core technical health matters. Pages need to be crawlable, indexable, fast enough to not frustrate users, and structured clearly enough for search engines to understand what they are about. Getting those fundamentals right is genuinely important, and many sites, particularly older enterprise sites with complex architectures, have real technical problems that are suppressing their organic performance.

But the technical SEO rabbit hole goes much deeper than the fundamentals, and not all of it is commercially justified. I have seen teams spend months on structured data implementations for content types that were never going to generate rich results at meaningful volume. I have seen crawl budget analyses for sites with 500 pages. I have seen Core Web Vitals obsession on sites where the primary conversion barrier was the offer, not the page speed.

The question to ask before any technical SEO investment is: if we fix this, what specifically changes? If the answer is “our Lighthouse score improves” rather than “users can find and load our key pages more reliably” or “our most important content gets indexed consistently,” the work is probably not the priority it appears to be.

Technical SEO is a constraint to remove, not a competitive advantage to build. Once the fundamentals are solid, the returns on additional technical investment diminish quickly compared to the returns on better content and stronger authority signals.

What Coherent SEO Strategy Actually Looks Like

The antidote to mad SEO is not doing less. It is doing the right things in the right sequence with a clear commercial objective attached to each decision.

That starts with understanding what the business actually needs from organic search. Not “more traffic” but specifically: which audience, at which stage of their decision-making process, arriving at which content, and taking which action. That specificity changes almost every subsequent decision about keywords, content, and link acquisition.

It continues with an honest assessment of where you are now. Not just rankings and traffic, but topical authority, content quality, link profile relevance, and technical baseline. Most sites have a mix of genuine strengths and genuine gaps. Knowing which is which tells you where to invest first.

From there, the work is about building in layers. Technical health first, because everything else depends on it. Content depth in the topics that matter most to your audience, because that is what earns authority. Links and coverage from sources your audience actually trusts, because those are the signals that compound. And measurement that tracks commercial outcomes, not just organic metrics, because that is what tells you whether any of it is working.

Copyblogger has articulated this kind of first-principles content thinking well over the years. Their foundational content marketing thinking still holds: the audience’s needs and the business’s goals have to be aligned from the start, or the content serves neither.

The discipline requires patience that most organisations find genuinely difficult. SEO is a 12 to 24 month channel in most competitive categories. The results that compound over that period are worth the investment, but they require consistent effort and clear thinking sustained over a time horizon that is longer than most planning cycles. That mismatch between SEO’s natural cadence and organisational impatience is probably the single biggest driver of mad SEO behaviour.

Measuring SEO Without Lying to Yourself

SEO measurement deserves its own section because it is where a lot of the dysfunction originates. The metrics are easy to track, easy to present, and easy to misread.

Organic sessions are not revenue. Rankings are not conversions. Domain authority is a third-party proxy metric, not a Google signal. Impressions in Search Console tell you how often your pages appeared in results, not whether anyone found them useful or took any action as a result.

The metrics worth tracking are the ones that connect organic search activity to business outcomes. Organic-assisted conversions, revenue attributed to organic traffic, organic traffic to high-intent pages, and the conversion rate of organic visitors relative to other channels. These are harder to pull together and less visually impressive than a rankings dashboard, but they are the ones that tell you whether SEO is actually working for the business.

I used to tell clients that the goal of our reporting was honest approximation, not false precision. We could tell them directionally whether organic performance was improving and whether it was contributing to commercial outcomes. We could not tell them with certainty exactly how much revenue SEO was responsible for, because the attribution models all have gaps and the data sources all have limitations. What we could do was triangulate across multiple signals and make a reasonable assessment. That is what good measurement looks like in practice.

If you want a fuller treatment of how to track SEO performance without drawing the wrong conclusions from imperfect data, the Complete SEO Strategy hub covers measurement and positioning analysis in detail. The short version is: use trends, not snapshots, and always ask what the number is supposed to tell you before you report it.

The Compounding Advantage of Doing It Right

There is a genuine upside to getting SEO right that is worth naming directly, because the discipline’s long time horizon can make it feel unrewarding in the short term.

Organic search, done well, is one of the few marketing channels that compounds. Content published three years ago still drives traffic today if it was genuinely useful and has been maintained. Authority built through consistent, credible coverage of a topic is not easily replicated by a competitor who decides to invest next quarter. Links earned through genuine editorial value accumulate and persist in ways that paid placements do not.

The brands that have built durable organic positions have almost all done so through the same combination: genuine expertise expressed in content, consistent investment over a long period, and a clear connection between their SEO activity and what their audience actually needs. None of that is a secret. The difficulty is not knowing what to do. It is doing it consistently, at sufficient quality, for long enough to see the compound returns.

Mad SEO, by contrast, produces short-term movement and long-term fragility. Tactics that work by gaming signals rather than earning them tend to degrade as those signals get adjusted. Content published at volume without genuine quality gets filtered out by algorithm updates. Links acquired rather than earned carry less weight over time and more risk. The compounding effect runs in reverse.

The choice between the two approaches is not really a choice between slow and fast. It is a choice between durable and fragile. Over any meaningful time horizon, durable wins.

About the Author

Keith Lacy is a marketing strategist and former agency CEO with 20+ years of experience across agency leadership, performance marketing, and commercial strategy. He writes The Marketing Juice to cut through the noise and share what works.

Frequently Asked Questions