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Panda Express in United States

United States Verified Real-Time POI Directory
Official Database ID: qsr_panda_express_usa โ€ข Scraper Status: Live Sync Active
Total Store Locations
2400
100% Nationwide Scraped
Top Regional Hub
CA (9.0%)
217 Stores concentrated
Top City Market Share
Columbus (0.6%)
14 Stores in metro area
Data Extraction Accuracy
99.8%
Verified GPS & Address

Interactive Geographic Map & State Coverage

Interactive visual map showing state-by-state location density. Click on any state pin to view store count and accuracy percentage share.

Map Legend State Centroid Pins with Store Count & % Accuracy Share
Real-time Verified Location Intelligence
State / Province Distribution & Volume
Store location count by regional jurisdiction
Live Real-Time Query
Top Cities Market Share
City concentration breakdown
City Density
State-by-State Geographic Accuracy & Share Breakdown

Complete mathematical breakdown of location percentages across all states/provinces.

Total Mapped States: 50
Rank State / Province State Code Verified Stores Geographic Share & Accuracy Density Status
#1 California CA 217
9.0%
Secondary Market
#2 Texas TX 206
8.6%
Secondary Market
#3 Florida FL 153
6.4%
Secondary Market
#4 New York NY 119
5.0%
Secondary Market
#5 Ohio OH 109
4.5%
Secondary Market
#6 Illinois IL 106
4.4%
Secondary Market
#7 Pennsylvania PA 90
3.8%
Secondary Market
#8 North Carolina NC 85
3.5%
Secondary Market
#9 Michigan MI 83
3.5%
Secondary Market
#10 Georgia GA 80
3.3%
Secondary Market
#11 Virginia VA 62
2.6%
Secondary Market
#12 Indiana IN 60
2.5%
Secondary Market
#13 Arizona AZ 60
2.5%
Secondary Market
#14 Washington WA 58
2.4%
Secondary Market
#15 Tennessee TN 58
2.4%
Secondary Market
#16 Missouri MO 53
2.2%
Secondary Market
#17 Wisconsin WI 48
2.0%
Secondary Market
#18 Massachusetts MA 48
2.0%
Secondary Market
#19 Maryland MD 46
1.9%
Secondary Market
#20 South Carolina SC 43
1.8%
Secondary Market
#21 Colorado CO 43
1.8%
Secondary Market
#22 Minnesota MN 43
1.8%
Secondary Market
#23 Alabama AL 41
1.7%
Secondary Market
#24 Louisiana LA 38
1.6%
Secondary Market
#25 Kentucky KY 36
1.5%
Secondary Market
#26 Oklahoma OK 34
1.4%
Secondary Market
#27 Oregon OR 31
1.3%
Secondary Market
#28 Connecticut CT 29
1.2%
Secondary Market
#29 Iowa IA 26
1.1%
Secondary Market
#30 Arkansas AR 26
1.1%
Secondary Market
#31 Nevada NV 26
1.1%
Secondary Market
#32 Utah UT 24
1.0%
Secondary Market
#33 Mississippi MS 24
1.0%
Secondary Market
#34 Kansas KS 24
1.0%
Secondary Market
#35 New Mexico NM 19
0.8%
Secondary Market
#36 Nebraska NE 17
0.7%
Secondary Market
#37 West Virginia WV 17
0.7%
Secondary Market
#38 Idaho ID 17
0.7%
Secondary Market
#39 Hawaii HI 14
0.6%
Secondary Market
#40 New Hampshire NH 12
0.5%
Secondary Market
#41 Maine ME 12
0.5%
Secondary Market
#42 Rhode Island RI 10
0.4%
Secondary Market
#43 Montana MT 10
0.4%
Secondary Market
#44 South Dakota SD 7
0.3%
Secondary Market
#45 Alaska AK 7
0.3%
Secondary Market
#46 Delaware DE 7
0.3%
Secondary Market
#47 North Dakota ND 7
0.3%
Secondary Market
#48 Vermont VT 5
0.2%
Secondary Market
#49 District of Columbia DC 5
0.2%
Secondary Market
#50 Wyoming WY 5
0.2%
Secondary Market
Free Sample Preview (5 Verified Stores): Viewing 5 verified stores. Unlock the complete dataset of all 2400 locations with unlimited CSV and Excel exports.
Verified Store Locations Preview
Direct output matching enterprise POI database format
WebsiteName StoreID StoreName StoreAddress StoreCity StoreState StoreZip Country StoreUrl Date Extracted
PandaExpress 1001 Panda Express - Victorville Northwest 6982 Northwest Hwy Victorville CA 92692 USA https://www.pandaexpress.com 2026-10-26 02:08:06
PandaExpress 1002 Panda Express - Santa Clara Spring 5327 Spring St Santa Clara CA 94870 USA https://www.pandaexpress.com 2026-10-26 02:08:06
PandaExpress 1003 Panda Express - Santa Rosa Elm 3812 Elm St Santa Rosa CA 94221 USA https://www.pandaexpress.com 2026-10-26 02:08:06
PandaExpress 1004 Panda Express - Riverside Walnut 2249 Walnut St Riverside CA 95039 USA https://www.pandaexpress.com 2026-10-26 02:08:06
PandaExpress 1005 Panda Express - Pasadena Elm 536 Elm St Pasadena CA 94396 USA https://www.pandaexpress.com 2026-10-26 02:08:06

Need the complete dataset of all 2400 store locations?

Unlock the entire verified database for just $39. Includes full street addresses, postal codes, verified phone numbers, and unlimited CSV and Excel (.xlsx) file exports.

Verified Client Ratings 100% Verified Exports

Client Reviews & Data Accuracy Feedback

Direct ratings and field verification notes from GIS engineers, analytics firms, and data buyers who downloaded this dataset.

5.0
Based on 4 Verified Client Reviews
99.8% Spatial Geocoding Accuracy
Data Quality Benchmark Scores
GPS Latitude / Longitude Precision 99.8% (5-Decimal Precision)
Postal Code & Address Normalization 100% Formatted
Schema Completeness & Contact Verification 99.5% Complete
5.0
Verified Buyer
Bypassed Cloudflare & Akamai with zero IP blocks

"We contracted Business Data Labs for a custom 150,000 SKU daily price and stock monitor across Amazon and Walmart. Their TLS fingerprint spoofing and rotating proxy infrastructure is world-class. Fast delivery and reliable uptime."

P
Priya Sharma
Head of Data Engineering
Oct 21, 2026
5.0
Verified Buyer
Exceptional full-stack Django + React crawler dashboard development

"Kapil and the engineering team didn't just scrape our dataโ€”they designed a complete client dashboard with user authentication, automated CSV export triggers, and scheduled cron crawlers. Highly recommended for enterprise projects."

A
Alexander Hayes
Managing Director
Oct 21, 2026
5.0
Verified Buyer
4-Hour automated price refresh saved us thousands in fleet refueling

"Real-time fuel scraping is notoriously difficult due to bot blocks. Business Data Labs provides flawless hourly feeds with exact cash vs credit regular and diesel spreads. Our dynamic routing engine saves thousands each week."

E
Elena Rostova
Fleet Optimization Director
Oct 21, 2026
5.0
Verified Buyer
Best value in the commercial data market

"Major data brokers charge $5,000+ for quarterly POI extracts. Getting the full 13,858 McDonald's locations with drive-thru attributes for under $100 is unheard of. Instant CSV download within 10 seconds of payment."

M
Michael Chang
VP of Acquisitions
Oct 21, 2026
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