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My 15-Year SEO Journey: From Spam Links to AI Search

I built spam links for a living. Then Google burned it all down, twice. A 15-year retrospective on the industry that keeps getting a funeral and keeps skipping it.

By Efryll Carmelo · Senior SEO Manager · Published July 4, 2026 · 12 min read

In 2010, my job title was "link builder," and I want you to understand that the title was not a metaphor. I built links the way a bricklayer lays bricks: by volume, by hand, and without asking too many philosophical questions about the wall.

Fifteen years later, I watch ChatGPT answer questions that used to be Google searches, and people keep asking me some version of the same thing: is SEO finally dead?

Friend, I have heard that eulogy so many times I could deliver it from memory. Let me tell you the whole story, because it's a fun one, and because the ending matters if you're deciding whether this industry is worth entering in 2026. (Spoiler: it is. Run, don't walk.)

2010: The Volume Era, or How I Learned to Stop Worrying and Love the Spam

Here is what "doing SEO" meant when I started out in Iloilo City in 2010. This was the standard toolkit, and I used every single one of these:

None of it was meant for people. All of it was meant for a crawler. And the wild part? It worked.

I personally built around ten micro-niche websites on exact-match domains. Thin content, maybe fifteen pages each, slathered in Google ads. Each one earned $20 to $50 a month. That doesn't sound like much until you remember what $200–$500 a month in passive income meant to a fresh graduate in the Philippines in 2010. It felt like I had found a cheat code for the internet.

That era had a texture to it: hustling for clients on oDesk (before it became Upwork), Freelancer.com, and OnlineJobs.ph, competing with a thousand other Filipino freelancers for $2-an-hour link building gigs, and being genuinely thrilled to win them. It was the wild west, and we were all selling shovels made of spam.

2011–2012: Panda and Penguin Walk Into a Bar and Burn It Down

Then Google released a cute-sounding update named Panda (2011), followed by an even cuter one named Penguin (2012). If you weren't there, the names are misleading. It was less "adorable zoo animals" and more "asteroid impact with an extinction-level event for thin content and manipulative links." The full history of Google's updates reads calmly now. Living through it was anything but calm.

Overnight, everything we had built became a liability. And here's the detail younger SEOs never believe: Google's disavow tool didn't exist yet. It wouldn't arrive until late 2012. So when a client's site got hit, you couldn't just upload a file and tell Google to ignore the bad links. You had to remove them. By hand. Here's what that actually looked like:

  1. Export every backlink — one client site had 3,000 of them that needed to come down.
  2. Hunt down contact details for each webmaster, one by one.
  3. Politely email them, asking them to delete the very links we had spent years building.
  4. Discover that some wanted payment to remove them. Removal fees for our own spam! The audacity was almost admirable.
  5. Follow up. Follow up again. Document everything for the reconsideration request.
  6. Wait months, watching the client's revenue flatline, hoping Google would forgive you.

My micro-niche empire? Gone. The $20–$50 monthly checks dried up as those exact-match domains sank like stones. Entire agencies disappeared. It was the industry's first hard lesson, and I've never forgotten it: whatever shortcut works today is the cleanup job you'll be doing tomorrow. It's the exact reason that, all these years later, the first thing I do for any new client is a proper SEO audit, because I know from personal experience what's buried in an old backlink profile.

The Awkward Middle Years: m-dot Sites, Facebook Tabs, and the Guest Posting Hamster Wheel

People forget how strange the early 2010s web was. A few artifacts from that era that younger marketers refuse to believe existed:

Google noticed. Google always notices, eventually. That's the pattern of this whole industry: a tactic works, the tactic scales, the tactic dies, and the people who survive are the ones who were also doing the unglamorous fundamentals: understanding what competitors actually rank for and why, keeping the technical house in order, and building pages that deserve to exist.

2018–2025: Google Grows Up (and Makes Us Grow Up Too)

The second half of the 2010s is when SEO stopped being a bag of tricks and became a profession. The rapid-fire version:

  1. 2018 — the Medic update. Google started asking a very grown-up question: should this website be trusted on this topic? Expertise, authoritativeness, and trustworthiness went from rater-guideline jargon to rankings reality, especially for health and money topics.
  2. 2019 — BERT. Google learned to actually read. Not match keywords — read. Conversational queries started returning results that understood intent, and keyword-stuffed pages started looking exactly as awkward as they always were.
  3. 2021 — Core Web Vitals. Slow, janky pages officially became an SEO problem, and suddenly every SEO needed to be able to say "Largest Contentful Paint" with a straight face.
  4. 2022 — the Helpful Content update. The clue is in the name. Content written for search engines instead of people — the entire spiritual descendant of my EzineArticles era — got systematically devalued. Building real topic-cluster content strategies and running honest content audits to prune the dead weight stopped being optional and became the job itself.
  5. 2023–2025 — the enforcement years. Successive core and spam updates enforced Google's spam policies against content produced at scale without editorial oversight. Sites publishing thousands of unedited machine-written pages lost half their traffic or more. Panda all over again, just with a newer villain.

Fifteen years of watching this cycle gives you a certain calm. The tactics change. The lesson never does: Google's updates have never once punished genuinely useful content. Not one time. They punish shortcuts.

The local business owners I work on local SEO with are sometimes surprised that boring things like NAP consistency and a properly managed Google Business Profile beat every clever hack. But that's the whole story of 2010 to 2025 compressed into one sentence.

2026: The Machines Start Answering, and Everyone Schedules Another Funeral

Which brings us to now, and to the newest eulogy. The numbers driving it are real:

The search box is turning into an answer box, and the answer box doesn't always feel like sending you traffic. Scary? Sure, a little. So was Panda. So was mobile. So was the day I realized 3,000 links had to come down by hand.

But here's what I see when I look at AI search: the same game with new referees. ChatGPT, Gemini, Perplexity, Grok, and Claude each pull from different indexes, weigh different signals, and cite different kinds of sources. Figuring out how each platform decides what to cite — the discipline now called Generative Engine Optimization — feels exactly like 2010 felt: new territory, unsettled rules, and enormous rewards for people willing to test things.

The difference is that this time the winning move isn't spam. It's being genuinely citable:

Different platform. Different challenges. Same job.

SEO Will Never Die (It Will Just Keep Changing Its Name)

Every few years this industry gets a funeral, and every few years the coffin is empty. Panda was supposed to kill SEO. Mobile was supposed to kill SEO. Voice search was supposed to kill SEO (remember when we all pretended to optimize for smart speakers?). Now AI answers are supposed to kill SEO.

What actually happens, every single time: the work gets renamed. Answer engine optimization. Generative engine optimization. AI SEO. Call it whatever the conference circuit likes this year. As long as there is a search box, there is an engine behind it, and there will be people whose job is to understand how that engine decides. That job has fed my family for fifteen years, through every apocalypse.

And if you're thinking about entering this field, this is the best possible moment. Three reasons:

  1. The starting line just reset. Nobody — and I mean nobody — has fifteen years of experience in AI search, because the field is barely a few years old. Veterans and newcomers are standing at the same starting line for the first time since I began.
  2. The barrier to entry has never been lower. In 2010 it was owning spam software. In 2026 it's curiosity.
  3. Everything is still being figured out. New platforms to reverse-engineer, new metrics to invent, new things to argue about on the internet. The fun is all around us.

I got to spend my first years in SEO spamming Yahoo Answers, and I'll probably spend my next years teaching language models to cite my clients. If that isn't job security in the most entertaining industry on the internet, I don't know what is.

Fifteen years of lessons, one client at a time.

If you want SEO strategy from someone who has personally survived every Google update since Panda, and cleaned up after most of them, let's talk. I offer a free 30-minute consultation.

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