If you sell to small businesses, the best account you'll ever open is the one you reached first. Chicago publishes every business license it issues, which means every opening in the city is findable — in theory. In practice, most people looking for new businesses in Chicago do it one of three ways, and all three have problems.
Checking Google Maps or walking the neighborhood tells you about a business after the signage is up and every other rep has seen it too. Buying a lead list gets you data that's weeks or months stale by the time it's compiled, sold, and loaded into your CRM. And pulling the city's raw license feed — the honest, free, public source — buries you in noise, because most of what's in it isn't new businesses.
This post is about doing it right, using the same public data, for free. The numbers below are what the feed actually looks like in 2026.
What the city's license data really contains
Through July 23, Chicago has produced 13,866 business license records this year. Here's how that number decomposes:
- 10,351 — renewals (75%). Existing businesses staying current. Not new.
- 3,272 — new licenses issued. This is the layer that matters.
- 2,746 — distinct business accounts behind those new licenses. One business often pulls several licenses at once.
- 2,018 — genuinely new businesses, once you strip out established operators adding licenses or locations.
So roughly 15% of the raw feed is what a salesperson would actually call a new business. If you're working the feed without filtering, 85% of your effort lands on noise. We've written before about the weekly version of this pattern — renewal share runs 68–81% week to week in What 416 Chicago License Records Last Week Actually Mean.
Worth saying: the real layer is growing fast. Those 3,272 new licenses compare to 1,922 in the same window last year — up 70%. The opportunity is real. It's just buried.
How to pull it yourself
Chicago's business license data lives on the city's open data portal (data.cityofchicago.org). Two filters do most of the work:
- Filter application type to ISSUE. That single filter drops all renewals and cuts the feed by three-quarters.
- Dedupe by account number, not license number. Chicago issues one license per activity, so a single new restaurant might generate records for retail food, patio, and liquor all in the same week. Account number is the field that means "one business."
The dedupe matters more than people expect. The most extreme example this year: EcoATM, LLC — one company — accounts for 49 separate new-license records in 2026, one per kiosk location. Count records instead of accounts and one vendor deal looks like 49 prospects.
The trap that survives both filters
Here's the subtler problem: even after you isolate new licenses and dedupe by account, roughly a quarter of those accounts aren't new businesses. They're established operators — a restaurant group adding a location, a salon adding a massage license, a retailer relocating. The license is new. The business isn't.
Sometimes that's fine — an expanding operator is a great prospect for some sellers. But if your pitch opens with "congrats on opening your first spot," you want to know the difference before you dial. Distinguishing them takes history: you have to check whether the account holds any earlier license, including ones that predate the current data window. That's the step almost nobody does manually, and it's why so much "new business outreach" lands wrong. We dug into the expanding-operator pattern in an earlier writeup on multi-location owners.
What the last month looked like
To make this concrete, here's the most recent four weeks (June 26 – July 23): 543 new licenses issued, against 1,679 renewals. After account-level dedup and history checks, that's 282 genuinely new Chicago businesses — about 70 a week, every week, across 65 license types from restaurants to day cares to auto shops.
That's the real number. Not 2,200 records. 282 openings.
The short version
- Ignore renewals (application type = ISSUE only).
- Count accounts, not license records.
- Check each account's history before calling it "new."
- Move fast — the window where you're first is measured in days.
We built BizPulse because doing this by hand every morning is a part-time job. The new businesses page is the filtered result: genuinely new openings, deduped and history-checked, updated daily — and if you sell a specific thing, the by-industry pages cut the same data to your vertical. But the method above works with nothing but the city portal and a spreadsheet. The data is public. Most of your competitors just never clean it.