The Wrong Derrick: Why Ambiguous Keywords Cost Us $3,200

Let me start with the click that made me question everything. In September 2024, I pulled the search query report for our derrick equipment landing page. The top queries included derrick—good. Then derrick dixon tyler perry. Then derrick burroughs. Then bentley gt. Then skiing milano cortina 2026. And finally, where to watch the from the world of john wick.

I’m the person who broke our “derrick” strategy. I’ve personally made (and documented) 11 significant keyword mistakes, totaling roughly $32,000 in wasted budget. This one was the messiest. We got 1,240 clicks in 30 days. We got exactly 0 inquiries.

Not great. Not a fluke. Expensive.

I Thought “Derrick” Was the Easy Part

I assumed our category keyword was self-explanatory. In my first year handling equipment orders (2017), I made the classic spec error: I optimized for “derrick” because it’s literally what our rigs use. Not “drilling derrick.” Not “derrick mast capacity.” Just “derrick.”

That looked smart until the keyword tool—which, honestly, should have known better—suggested we expand to every possible page it could match. To be fair, a keyword tool will happily tell you “derrick” is the primary opportunity. It has volume. It looks relevant. It doesn’t think about all the other Derricks out there—the NFL cornerback Derrick Burroughs, the Tyler Perry-linked Derrick Dixon, or anyone whose last name is Derrick. Then there are the cousins from left field: a Bentley GT has no derrick. A trip to skiing Milano Cortina 2026 won’t need a derrick (well, chairlift towers, but that’s a different conversation).

And then there was the query that should have made me stop everything: “where to watch the from the world of john wick.” It didn’t even contain “derrick.” I still don’t fully understand how it appeared in our report. But it did. That wasn’t an algorithm error—it was a mirror.

The Real Problem Isn’t the Word “Derrick”

The surface problem was ambiguous keywords. The deeper problem is that I was treating words as products. Search stopped being lexical years ago. Since around 2019, Google’s neural matching and, later, AI Overviews have pushed websites to answer questions—not to rank for tokens. A single head term no longer defines a market.

“Derrick” is the perfect example. “Derrick crane” is industrial. “Derrick burroughs” is sports. “Derrick dixon tyler perry” is entertainment. “Bentley gt” is automotive. “Skiing milano cortina 2026” is travel. “Where to watch the from the world of john wick” is streaming. The word only has meaning when a person adds context.

Here’s the counterintuitive part: using a broad keyword isn’t neutral. It actively tells search engines you don’t know who you’re targeting. In 2025, the algorithm reads ambiguity as low relevance. It will rank you for everything and satisfy no one. Our 91% bounce rate from that 30-day batch was the proof.

What That Confusion Actually Costs

Let’s put a number on it. We spent roughly $3,200 in paid media on that “derrick” cluster before I pulled the plug. The wrong content then cost another $890 in rewriting and a one-week delay on the pages that should have been going to real buyers. That’s not counting the embarrassment when a sales rep called a “lead” from a “bentley gt” click and asked if they needed a mast.

The bigger cost was signal damage. By serving the wrong intents, our domain told Google we thought “derrick” was an entertainment keyword. That pushed down our rankings for the queries that actually matter—“derrick inspection checklist,” “derrick load capacity,” “API derrick specs.” We recovered those positions, but it took three months.

That’s how you waste budget: not by buying the wrong keyword once, but by building content around the wrong keyword and letting it signal authority to the wrong audience.

The Fix Isn’t More Keywords—It’s Context

Don’t abandon “derrick.” Give it context. Here’s the checklist I now use:

1. Query intent: Is there a noun after “derrick”? Does that noun exist on our site? (“derrick equipment supplier” yes; “derrick dixon tyler perry” no.)
2. Content intent: Is the searcher trying to buy, verify, fix, or compare? If not, don’t create a landing page for that query. Create a problem/solution article that addresses the underlying need.
3. Proof intent: Can we answer with specs, tolerances, or real failure modes? If not, it’s not our keyword.

We’ve caught 47 potential errors with this checklist in the past 18 months. It doesn’t eliminate every bad click, but it stops the expensive ones.

What was best practice in 2020 may not apply in 2025. The fundamentals haven’t changed, but the execution has transformed.

Per FTC advertising guidance (ftc.gov), claims need to be truthful and not misleading. The same logic applies to search: your title tag and meta description are claims. If they promise “derrick” content and the visitor lands on a page that feels like a Tyler Perry fan wiki, that’s a trust violation before they’ve even read a sentence.

So I still use “derrick” as our anchor. I just stopped pretending every query containing it belongs to us. The same word can mean a drilling mast, a former NFL cornerback, an entertainment figure, a luxury car, a ski event, or a streaming spin-off. You don’t need to own all of it. You need to own the one that matters to your buyer.