franchisedata.io
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01 / The data desk

Tell us what you need.

Everything on this site is the public surface of our collection infrastructure. If the cut you need isn't published — a brand we don't track, a metric we don't show, a market you want watched — we build it. Most bespoke requests turn around in days, not quarters.

Request a custom cut →Browse what's published →
02 / In stock today

The current inventory.

Store fleets

222,000+ geocoded US locations across the top 500 restaurant systems — addresses, store numbers, state census.

Delivery coverage

Store-level DoorDash, Uber Eats, and Grubhub presence — which locations are listed where, verified per store.

Unit economics

Item 19 AUV quartiles, royalty and ad-fund rates, initial investment ranges — FDD-sourced where disclosed, labeled where modeled.

Counter stack

POS and ordering-stack detections per location — Aloha, Toast, Square, proprietary systems.

Operator networks

Multi-unit franchisee relationships — who operates which stores across systems.

Disclosure wire

Continuous monitoring of filings, closures, leadership moves, and footprint changes — categorized and sourced.

03 / What people ask for

Typical custom requests.

Lenders & underwriters

Unit-closure history for a brand you're underwriting, delivery-channel exposure by DMA, DSCR inputs by concept, portfolio monitoring.

Brokers & advisors

Side-by-side economics and footprint sheets for the systems a candidate is comparing — instead of three 200-page FDDs.

Operators & sponsors

A target's verified store census versus claimed units, operator-network mapping in a territory, whitespace analysis by market.

04 / How a request works

Request → scope → delivery.

1
Describe the cut.

Email achoi@franchisedata.io with the brands, markets, or metrics you need and the use case. A sentence is enough — we'll ask what's missing.

2
We scope it.

Same-day reply with what we already hold, what needs collection, the format, and the price. No scope, no invoice.

3
Delivery in days.

We run AI-native collection pipelines against public sources, verify at the record level, and deliver CSV, JSON, or ongoing API access — whichever fits the job.

Direct line

achoi@franchisedata.io — one person reads every request. If you arrived from one of our emails, replying to it works just as well.