Back to Blog
    What $153,000 in SEO Taught Us, and How AI Fixed It

    What $153,000 in SEO Taught Us, and How AI Fixed It

    12 min read

    I am going to do something most business owners never do out loud. I am going to add up the cost of one of my own mistakes.

    Over the last five years, across three different SEO consultants, we spent about $153,000 on search engine optimization. That is real money for a company our size. Here is what it bought, measured the only way that matters, by the numbers a tool will show you whether you like them or not:

    A Domain Rating of 8. Around 75 organic visitors a month. Four keywords ranking.

    Read that again. Five years. Six figures. Four keywords.

    I am not writing this to torch anybody. The people we worked with were good people, and they were operating with exactly what they knew at the time. That matters, so I want to be clear about it. The problem was not a villain. The ground moved under all of us. Search changed, and then AI changed it again, and the old playbook of activity and monthly reports kept getting sold and bought long after the world it was built for had shifted. The mistake I own is mine, as the person signing the checks. If it can happen to a technology company that should know better, it can happen to anyone.

    How you spend $153,000 without noticing

    Nobody hands over six figures on day one. You hand over a few thousand a month, you do it year after year, and across a couple of different providers as one engagement ends and the next begins, and you never sit down and add it all up. I finally did. Five years, three consultants, about $153,000.

    Here is how it goes. You are busy running the company. SEO feels important and a little mysterious, so you find a partner, you sign up, and you exhale. Every month a report lands in your inbox. The report is full of activity. Keywords researched. Articles written. Links built. Technical fixes applied. Green arrows. It all looks like progress, and you are not an SEO expert, so you trust that the green arrows mean what they appear to mean.

    What the report never does is tie any of that activity to a result you actually care about. It does not say how many visitors found you. It does not say how many of them became leads. It does not say whether a single dollar of revenue can be traced back to the work. It measures effort, not outcomes, and effort is easy to produce forever.

    That is the trap. Not fraud. Just a comfortable arrangement where one side produces activity, the other side pays for it, and nobody is on the hook for the thing that matters.

    What we found when we finally looked

    I will be honest about something. SEO has always looked like black magic to me. I run a technology company, and it still felt like a language I did not speak. So when I finally decided to look under the hood, I did not go hire a fourth consultant. I opened Claude, asked a lot of questions, and within a few hours I understood enough to start making real, measurable improvements myself. The first thing that understanding bought me was the ability to see, clearly, what five years and all that money had actually produced.

    When we finally sat down and audited our own house, the numbers above are what we found. A Domain Rating of 8 means our site carries almost no authority in the eyes of search engines. Seventy-five organic visits a month is a rounding error for a business trying to grow. Four ranking keywords is not a foundation, it is a rumor.

    The audit turned up one more thing worth mentioning, because it is a lesson on its own. Our backlink profile, the collection of other websites pointing at ours, was littered with junk. Spam directories. Link farms. The kind of low-quality links that do nothing for you and can quietly work against you. We ended up filing a disavow with Google for well over a hundred bad domains just to clean up the neighborhood.

    To be fair and accurate, not all of that mess was anyone's deliberate doing. Some of it is just what happens when a domain sits unguarded on the internet for a few years. But that is the point. Nobody was guarding it. We were paying for SEO and our actual search foundation was rotting in plain sight.

    Why this happens to so many companies

    It is tempting to say we were careless. We were not careless people. We were careless about one specific thing, and it is the same thing almost every small and mid-sized business gets wrong about SEO.

    We bought activity instead of accountability.

    The SEO industry, for the most part, sells you motion. Hours of work. Volume of content. Number of links. Those are inputs, and inputs are easy to deliver and easy to bill. Outcomes are hard. Outcomes mean tying the work to traffic, traffic to leads, and leads to revenue, and then standing behind that chain. Very few sellers want to be measured that way, and very few buyers know to ask. So both sides settle into the comfortable version, and the meter runs.

    The reason it lasts for years is that nothing ever visibly breaks. There is no outage, no angry customer, no missed payroll. There is just a slow leak, a few thousand dollars a month flowing toward an outcome that never arrives, hidden behind a monthly report full of green.

    What I would demand before signing again

    I count a lesson like this as tuition. Expensive tuition, paid in full, and the only way tuition is ever truly wasted is if you walk away without learning anything. So here is what this one taught me, and it is worth more than the story. If you are paying for SEO right now, or you are about to, these are the questions I would put on the table before another dollar moves.

    Tie the work to a business outcome, in writing. Not rankings. Not "domain authority." Ask what this spend is supposed to produce in terms of qualified traffic and leads, and over what timeline. If the answer is vague, that is your answer.

    Get a real baseline on day one. Where does your Domain Rating, organic traffic, and keyword footprint sit today? Write it down. You cannot judge progress you never measured from a starting line you never marked.

    Own your own backlink profile. Ask to see it. Ask who is linking to you and whether any of it is junk. A partner building you links should be just as willing to show you the bad ones and clean them up.

    Make someone accountable to results, including yourself. The biggest failure in my story was not the consultants. It was that I signed the checks for five years and never once demanded the work be measured against an outcome. That part was on me, and fixing it did not cost a dollar.

    The part that actually surprised me

    Here is the twist I did not see coming. The person who finally moved our numbers was me, and I am not an SEO expert. No years in the field, no certification on the wall. I started out knowing close to nothing about search.

    What I had was a handful of modern AI tools and a few hours of real focus.

    In an afternoon, I used AI to learn the things that actually matter: how search engines decide who has authority, what structured data does, how the new answer engines like ChatGPT and Perplexity choose who to quote, and exactly where our site was falling short. Then I did the work. I cleaned up the toxic backlinks. I added the structured data that lets both search engines and AI assistants understand our pages. I fixed technical problems that five years of invoices never touched. A fraction of the time, a fraction of the cost.

    A quick translation, because the alphabet soup is new to most people. SEO is showing up in regular search results. AEO, answer engine optimization, is showing up when an AI assistant answers a question. GEO, generative engine optimization, is showing up inside tools like ChatGPT and Gemini when they write that answer. Three different front doors, and your customers are walking through all of them now. I measurably improved all three myself, starting from zero expertise.

    I am not telling you to fire your agency and wing it. I am telling you something bigger. The gap between "I know nothing about this" and "I can measurably improve this" has collapsed. AI did not just make the work cheaper, it made the knowledge reachable. A motivated person with the right tools can now learn the important parts of a specialized field in an afternoon and start producing real results that same day.

    That is the part that should change how you look at every line item like this one. The thing you have been overpaying for might be something your own team could now learn to own.

    How to do this yourself, with the AI you already pay for

    You don't need my afternoon or my background to start. You need a single AI subscription, which runs about twenty or thirty dollars a month, and a willingness to ask good questions. Here's the high-level version of what worked, and it's platform-agnostic, so use ChatGPT, Claude, Gemini, Perplexity, whatever you already like.

    1. Ask it to teach you, in plain English. Start with something like "explain how search engines decide which sites to trust, like I run a small business and have thirty minutes." Then go deeper on the pieces that matter: structured data, backlinks, and how AI answer engines pick who to quote.
    2. Get your baseline for free. Sign up for the free tools (Google Search Console, Bing Webmaster Tools, a free SEO-tool trial), then paste what they show you into the AI and ask it to translate the numbers and name the three things hurting you most.
    3. Audit your own pages. Paste a page's content and ask, "what's missing here that would help search engines and AI assistants understand and rank this?" It will spot thin content, missing titles and descriptions, and absent structured data fast.
    4. Have it write the fixes. Ask it to generate the structured data, rewrite your page titles and descriptions, and draft clear answers to the real questions your customers ask. Then you paste them in.
    5. Check your backlinks. Ask how to find toxic or spam links pointing at your site, and what to do about them. This is the part that quietly rots while nobody is looking.
    6. Measure again, and be honest. Re-check your baseline every month. Tie the work to traffic and leads, not vanity numbers. Hold yourself to the standard I failed to hold my vendor to.

    One honest caveat, because I'm not going to oversell this. AI will sometimes be confidently wrong, so verify what it tells you before you act on it, and a complex site or a cutthroat market can still warrant a real expert. But for most small businesses, the AI you already pay for will take you further than you'd think, for a rounding error next to a monthly retainer.

    Where we go from here

    We are rebuilding the right way now, with a baseline, with targets we can actually check, and with the work tied to outcomes instead of activity. A Domain Rating of 8 is not a verdict, it is a starting line, and starting lines are fine. Everybody starts somewhere.

    The expensive part is already behind us. The $153,000 is spent and I cannot get it back. But the lesson is cheap to pass along, and if it saves one other business owner from quietly doing the same thing for five years, then the bill finally bought something worth having.

    Add up your own SEO spend. The whole thing, every month, multiplied out. Then look at what it produced. If those two numbers do not have anything to do with each other, you already know what to do next.

    Frequently asked questions

    How much should a small business spend on SEO? There is no single right number, but the real question is not how much you spend, it is what you get back. Tie every dollar to an outcome you can measure, like qualified traffic and leads. If your spend and your results have nothing to do with each other, you are spending too much, whatever the number is.

    Can I really do SEO myself with AI tools? For most small businesses, yes, and further than you would expect. A single AI subscription and a few focused hours can teach you the fundamentals, audit your own pages, and generate real fixes. Complex sites and cutthroat markets can still warrant an expert, and you should always verify what the AI tells you before you act on it.

    What is AEO, answer engine optimization? AEO is optimizing your site to be the source an AI assistant quotes when it answers a question. Where classic SEO is about ranking in a list of links, AEO is about being the answer itself inside tools like ChatGPT, Perplexity, and Google's AI Overviews.

    What is the difference between SEO, AEO, and GEO? SEO is showing up in regular search results. AEO is showing up when an AI assistant answers a question out loud. GEO, generative engine optimization, is showing up inside generative tools like ChatGPT and Gemini when they write that answer. Three different front doors, and customers use all of them now.

    How do I know if my SEO agency is actually working? Ask them to tie the work to business outcomes in writing, not rankings or activity reports. Get a real baseline on day one, own your backlink profile, and insist the work be measured against qualified traffic and leads. If the answer to "what is this producing" is vague, that is your answer.


    Curious what AI could actually do to improve different parts of your business? That is exactly the kind of question we like to dig into. Get in touch and let's talk.