Four Words That Should Have Taken Ten Seconds
It was a Tuesday around 9:45 AM. I had one simple task: reorder a replacement coil for a compressor at our energy and mining equipment service company. The maintenance team had nicknamed the part “the falcon coil” years ago, so I typed falcon into the procurement search bar and hit Enter.
The results were a masterclass in irrelevant search. A peregrine falcon screech video. An article about Jonah Falcon height. A sponsored ad for the 2024 Bentley GT. A result for Jonah Vice that I still don’t understand. And somewhere in the middle, a well-written explainer about the difference between a falcon and a hawk.
I didn’t need any of that. I needed a part number. The part number was locked in a nickname.
I laughed. Then I realized the afternoon was about to get longer.
How We Got Here
I’m the office administrator for a 150-person industrial maintenance company. Since taking over purchasing in 2020, I’ve managed roughly $180,000 in annual orders across eight vendors. My job sits between operations and finance. Operations wants parts fast. Finance wants invoices that match purchase orders. I want both, without getting an earful from either.
For years, ordering the Falcon King coil was easy. One vendor, one part number, one phone call. Then the vendor got acquired in 2024, its catalog went through a chaotic migration, and our tidy system fell apart. Product names became inconsistent. The “Falcon King Coil” turned into “Falcon CC-1000,” then “Falcon Compressor Coil,” then just “Falcon Coil.” Nobody had written down the actual manufacturer code. We had a nickname and a hope.
When the coil finally failed, I searched the only term I had: falcon. The internet responded with birds, celebrities, cars, and a guy named Jonah Vice.
The Search Digression
Let me show you what I was up against.
Peregrine falcon screech. A two-minute wildlife video with millions of views. It taught me that a peregrine falcon sounds like a kettle having a crisis. Educational. Useless.
Jonah Falcon height. I honestly didn’t know who Jonah Falcon was before that search. After reading the snippet, I only knew that the internet cared a great deal about his height. I did not click.
2024 Bentley GT. I blame an earlier conversation about company cars. Google apparently remembered it and decided a quarter-million-dollar coupe would make a great substitute for a compressor coil. It would not.
Jonah Vice. No explanation. I will not be going back to learn one.
And then there was the result that nearly derailed me entirely:
What is the difference between a falcon and a hawk?
According to Cornell Lab of Ornithology, falcons have long, narrow, pointed wings, while hawks have broader, rounded wings. Falcons mostly kill with their beaks; hawks use their talons. It was a good article. I closed it.
Twenty minutes later, I had learned a lot about raptors and nothing about the part. My gut said to stop searching. My inbox said a compressor was still down.
The Part Number Was in a Drawer
Here’s where I almost made the wrong decision. The search results kept telling me that “falcon” was too broad. A generic alternative looked decent on paper—15% cheaper, similar specs. The spreadsheet said go with the generic coil. My gut said no.
Let me explain why. In 2022, I tried to save money on a different part from a vendor I found through a similar broad search. The price was great. The promised delivery was fast. But when the invoice arrived, it was a handwritten receipt. Finance rejected it. Then the part didn’t fit, and we had to expedite the correct one. The “savings” turned into a $2,400 loss in downtime and rushed shipping.
So instead of trusting the spreadsheet, I walked over to the maintenance supervisor’s desk and asked for the old paper spec sheet. He opened a drawer, flipped through a folder, and read me the manufacturer part number. Eleven minutes later, I had the correct Falcon coil in a cart from an approved industrial supplier.
That was the moment my opinion on digital procurement changed.
Searching is not the same as knowing. The web can’t help you if you don’t have a precise identifier. But once I had the part number, the search tool became powerful. I typed it in, and every irrelevant result disappeared.
What We Changed Afterward
That afternoon, I created a simple rule: nicknames are not identifiers. Every frequently ordered part in our system now has a manufacturer part number, a product family name, and a preferred supplier. If the part number doesn’t exist, we call someone before we search online.
I also cleaned up our procurement portal. “Falcon” no longer triggers a web-wide search. It maps to a filtered list of approved industrial equipment suppliers only. The same goes for every other product family we order regularly.
During our vendor consolidation in 2024, we applied the same logic to supplier selection. A vendor’s website can look polished—the questions that matter are simpler. Do they give you a stable part number? Do their invoices match the purchase order? What happens when something is backordered? Clean data, clear invoicing, and honest lead times beat a slick search result every time.
It’s not a fancy ERP. Honestly, it’s a spreadsheet that the maintenance team laughs at. But it works. We cut our average reorder time for common parts from five days to two days in the first month. Accounting stopped sending me “invoice mismatch” emails. And I stopped googling birds.
Okay, the last part isn’t true. The maintenance team still calls it the falcon coil. But now the nickname sits in a separate field, so it can’t break order entry again.
What I Actually Learned
Everything I’d read about vendor sourcing said to search broadly, compare quotes, and let the market decide. In practice, broad search worked for us until our catalog data fell apart. The fastest fix wasn’t a better algorithm. It was a ten-minute phone call and a paper spec sheet.
That doesn’t mean digital tools are overrated. I use them every day. But efficiency doesn’t come from trusting a search box. It comes from making the search box find the right thing. Garbage in, garbage out—except the garbage was a peregrine falcon screech.
I’m also aware that my experience is specific to a mid-sized industrial company. A larger procurement team would have part numbers in a system already. A smaller one might not have a maintenance supervisor with paper files. But the principle holds: know exactly what you’re looking for before you let an algorithm look for you.
It took me four years and one ridiculous afternoon to understand that the problem wasn’t the vendor’s website or the search engine. It was our own sloppy data. We had a reliable process for ordering when we had a part number. Without one, we were just guessing with Wikipedia and sponsored ads.
If you’re an admin, a procurement assistant, or the person who just got told to “google it,” take this part seriously: find the part number before you find the price. The price will change. The part number won’t. And the internet will always have a screeching falcon ready to waste your afternoon.
If you’ve ever typed a product name into a search bar and ended up reading about a bird, a Bentley, and a guy named Jonah Vice, you know what I mean.
Search less, verify faster. Boring lesson. But it’s worth more than a compressor coil—and it definitely beats listening to that screech again.