The 2,642 Mystery Businesses: Why 13% of October 2026's New Filings Couldn't Be Classified

On Oct. 12, 2026, a company called Xalveron LLC formed in Gunnison, Colorado. Four days later, Dremvora Inc formed in Fort Collins. And in New York, Kromona LLC filed on Oct. 13, listing Albany County.

What do they do? We have no idea. Neither do the state records. That isn't a knock on the owners: invented words make great brand names. But they make terrible clues.

Our October 2026 New Business Pulse had a lot of mysteries like that. 2,642 of its 19,733 new businesses (13%) were left Unclassified, because nothing in the record said what the business does. And almost all of them came from just three states.

Three states had the mysteries

Texas had the most new businesses in the whole report and only 4 mysteries. Connecticut had exactly 1. Each state's window is a different length, so don't read the raw counts as a ranking. The gap between the two groups is the story.

The states that tell you vs. the states that don't

Texas and Connecticut publish an industry code (NAICS) with each new record. Colorado, New York and Pennsylvania don't, so for them the business name is usually the only clue.

In Texas, the code comes with the paperwork. The Comptroller's sales-tax permit application lists a North American Industry Classification System (NAICS) code as required documentation for all businesses. Connecticut's registry is nearly as complete: of the 1,024 new Connecticut-formed registrations dated Oct. 10 to 18, 2026 in the state's open data, 1,021 reported a NAICS code.

So when a Texas or Connecticut filer picks a code, our classifier starts from the state's own answer. When a Colorado, New York or Pennsylvania filer picks a name like Xalveron, there's nothing to start from.

We ran the names through our own rules

To see what the hard cases look like, we took the raw Colorado, New York and Pennsylvania state files for the same filing-date windows. That's 13,121 names, before any of our shell or mail-drop filters. Then we ran them through the first step of our classifier: the keyword rules that look for a trade word like "roofing" or "pizza" in the name.

The rules found no trade word in 5,748 of them (44%). Connecticut, with its codes, had 3 out of 1,024.

That 5,748 is a first-pass number, not the Pulse number. The rules run before our filters remove shells and mail drops, and before an AI review step that confirms or corrects each tag (see section 5 of our methodology). After both of those, 2,637 businesses in these three states were still Unclassified in the Pulse.

Here's what the unreadable names looked like.

Invented words

About 1 in 5 of the 5,748 was a single word (1,241 names), and many were invented brand names:

Owlculus could be an optics shop or a tutoring company. Larkive could be a software startup or a vintage store. We can't tell, and guessing is how leads get mislabeled.

Numbers

About 1 in 7 (846 names) included a number. Some were street addresses, which our filters treat as likely shells or property LLCs. Others were pure codes, like 163028H LLC (New York County, Oct. 15). Numbers like that say a lot to the owner and nothing to anyone else.

Trades hiding in plain sight

This was our favorite group: names where the trade is right there, just glued into one long word or spelled in a way the rules don't catch. Searching the 5,748 for about 30 common trade words (bakery, towing, cleaning, catering, coffee, repair and so on) turned up dozens of names, including:

• Dreambatchbakery LLC (Plymouth Meeting, Pa., Sept. 24): a bakery, almost certainly
• Uptoptowing LLC (Reading, Pa., Sept. 29): towing
• Beezpowercleaning LLC (Pittsburgh, Sept. 28): cleaning
• 4LeafClovahCatering LLC (Albany County, N.Y., Oct. 15): catering, with a little Boston accent
• Mysticbloomcoffee LLC (Mt. Pleasant Mills, Pa., Sept. 18): coffee

A person reads "Dreambatchbakery" instantly. A word-boundary rule sees one long, unfamiliar word. That gap is exactly why the AI review step exists, and why a name the rules can't read isn't automatically a dead end.

Why a mystery can't score high

Our insurance-need score (1 to 100) starts from an industry base. Unclassified starts at 35. The record bonuses (+5 for a state industry code, +5 for a physical address, +3 for a corporation) can add at most 13 points, so an Unclassified business can't get anywhere near 70 on the record alone. In the October Pulse, none of the 2,642 scored 70 or higher.

That's by design. A score has to rest on something, and "we don't know what this business does" isn't much to rest on. It doesn't mean the business has no insurance need. It means the need is unknown until someone looks.

What it means for agents

• In Colorado, New York and Pennsylvania, expect a pile of mysteries. In this window, each had between 834 and 947 Unclassified businesses. Without an industry code, the name has to do all the work.
• In Texas and Connecticut, read the code. The state already told you what the business does, which is why those two states had 5 mysteries between them.
• Say the name out loud. "Uptoptowing" and "Beezpowercleaning" are obvious once you split the words. Mashed-together names can hide real trades.
• Treat a mystery as "look it up," not "skip." A quick search for the business's own website, listing or storefront usually settles it. For the step-by-step, see how to work a lead.

For how to use Secretary of State filings for prospecting, including filtering out shells, see our guide to Secretary of State new business filings.

About these numbers

New-business and Unclassified counts, scores and state windows come from the October 2026 New Business Pulse and its October 2026 CSV, published Oct. 19, 2026 (data snapshot Oct. 19, 2026). None of the Unclassified rows, in any state, had a business scoring 70+. The Unclassified base score and the record bonuses come from our methodology, section 4. Source: UncoveredList, New Business Pulse (October 2026): https://uncoveredlist.com/pulse

Business names, filing dates, Connecticut's NAICS codes and the name counts come from each state's official open data, checked Oct. 24 and Oct. 26, 2026, for the same filing-date windows: the Colorado Secretary of State's Business Entities dataset, the New York Department of State's corporation filings (articles of organization and certificates of incorporation), Pennsylvania's registered businesses (domestic registrations) and the Connecticut Business Registry (Connecticut-formed registrations). The 13,121 and 5,748 figures come from running our first-pass keyword rules on those raw files, before filters and AI review, so they won't match Pulse totals. The one-word, number and trade-word counts depend on how a name is parsed and are approximate. Texas's NAICS requirement is from the Texas Comptroller's permit application page. We tidied the capitalization of business names. We use business names only, never owner or officer names.

new business pulsenew business filingsindustry classificationcommercial insurance prospecting