Bibliography
Sources.
Every external source cited anywhere on this site, in one place, 77 of them. Each statistic on the research hub links here, and each entry here links out to the original. This is the leaf of the chain: the receipts.
- 7shiftsvendor2026cited 1xAI Information Page for 7shifts
- Block/Square (via StockTitan)vendor2025cited 2xAnnual Square Research Indicates Year of Experimentation (Future of Commerce 2025)
- Blue Book Services (reporting Toast survey)survey2025cited 3xThe Toast 2025 Voice of the Restaurant Industry Survey Shows Operator Resilience
- BrightLocalsurvey2024cited 3xLocal Consumer Review Survey 2024
- BrightLocalsurvey2026cited 2xLocal Consumer Review Survey 2026
- Customer Experience Divearticle2025cited 1xWendy's to deploy digital menu boards, drive-thru AI to 500 restaurants
- Datassentialarticle2025cited 1xRestaurant Failure Rate Plunges in 2025: Sales Intelligence
- DBA Platformarticle2024cited 1xRestaurants and Food Service Google Search Trends
- Deloittearticle2025cited 1xHow AI is revolutionizing restaurants
- EZ Textingreport2024cited 2x2024 SMS Marketing Consumer Behavior Report
- FSD (Foodservice + Beverage industry coverage)vendor2025cited 2xOwner Raises $240M to Expand AI-Native Restaurant Technology
- FSR Magazine (citing TouchBistro)report2025cited 1xRestaurants Reach a Technology 'Turning Point' Rooted in Simplicity (TouchBistro 2025 State of Restaurants)
- Harvard Magazine (reporting Michael Luca, Harvard Business School)study2011cited 2xHBS study finds positive Yelp reviews lead to increased business
- iMotions (Texas A&M Human Behavior Lab)article2023cited 1x20% profit boost from menu redesigns, thanks to eye tracking
- Lineup.aivendor2026cited 1xLineup.ai | AI Forecasting Software for Restaurants
- Litmusarticle2025cited 1xThe ROI of Email Marketing [Infographic]
- MarginEdgevendor2026cited 1xRestaurant Invoicing Software Pricing
- MediaPost (reporting Womply study)study2019cited 2xThe Impact Of Star Ratings And Reviews On Revenue
- Mordor Intelligencereport2025cited 1xFood Service Market Size, Share & Growth Trends Report
- Nation's Restaurant Newsarticle2025cited 1xDairy Queen rolls out voice AI for the drive-thru
- Nation's Restaurant Newsarticle2025cited 1xThe disappearing front of house: How AI fills the gap when good people are hard to find
- Nation's Restaurant Newsarticle2026cited 1xTaco Bell's drive-thru voice AI expands to nearly 900 restaurants
- Nation's Restaurant News (citing NRA State of the Industry 2025)report2025cited 2xTech fatigue: Why some restaurants are hitting pause on tech investments
- National Institute of Standards and Technology (NIST)gov2008NIST Guide to the SI, Appendix B.8: Factors for Units Listed Alphabetically
- National Restaurant Associationarticle2025cited 3xElevated labor costs had a significant impact on restaurant profitability in 2024
- National Restaurant Associationarticle2025cited 1xRestaurant operators kept food cost ratios in check in 2024
- National Restaurant Associationreport2024cited 1xRestaurant Technology Landscape Report 2024
- National Restaurant Associationarticle2024cited 1xWhere operators plan to invest in tech
- National Restaurant Associationarticle2025cited 3xRestaurant Industry Poised for Growth in 2025 (press release)
- National Restaurant Associationdataset2024cited 2xNational Statistics
- National Restaurant Associationarticle2025cited 1xRestaurant labor costs are well above historical averages
- National Restaurant Associationarticle2024cited 3xGet with the program: Building loyalty grows business
- National Restaurant Associationarticle2026cited 2xPersistent cost increases and enduring demand will shape the restaurant industry in 2026
- National Restaurant Associationarticle2025cited 1xRestaurant labor costs are well above historical averages
- National Restaurant Associationarticle2024cited 1xServing Up Technology: New Data Shows How Tech Integration is Transforming the Restaurant Experience
- National Restaurant Associationarticle2025cited 4xFrom Trend to Transformation: Off-Premises Dining Now Essential
- Owner.comvendor2026cited 1xOnline Ordering and Restaurant Marketing System
- Paytronixarticle2024cited 1xOnline Ordering 2024 Trends: Converting Guests from Third- to First-Party
- Pew Research Centerarticle2025cited 2xGoogle users are less likely to click on links when an AI summary appears in the results
- PMQ Pizza (Toast survey data)survey2025cited 1xHow Are Guests Discovering New Restaurants? This National Survey Has Answers
- Presto Automationarticle2026cited 1xPresto Voice: AI-Driven Drive-Thru Automation
- Provectusarticle2024cited 1xReducing Food Waste Across 100+ Cafes with AI Demand Forecasting
- ReFEDreport2025cited 2xFood Waste Remains Stubbornly High Despite Signs of Progress, According to New ReFED Report
- Reputation (Nielsen survey)survey2025cited 3xNew Reputation Survey Reveals How AI and Economic Pressures Are Rewriting the Rules of Dining Out in America
- Restaurant Divearticle2025cited 1xWendy's to deploy drive-thru AI to over 500 restaurants this year
- Restaurant Divevendor2024cited 2xOpenTable launches initiative to combat diner no-shows
- Restaurant Dive (citing National Restaurant Association)article2025cited 5xNRA: Over 25% of restaurant operators use AI
- Restaurant Technology (Shawn Walchef, Cali BBQ) on Substackvendor2025cited 1xThe Future of Tech is Agentic: How Toast IQ Saved Us $4,000
- Restaurant Technology Newsvendor2024cited 1xConverseNow Partners with Adora POS to Streamline Pizza Ordering with Voice AI Technology
- Restaurant365article2024cited 1xWhat Is the Average Profit Margin for a Restaurant?
- Restaurant365article2026cited 1xWhat Restaurants and Restaurant Groups Use Restaurant365?
- RestaurantOwner.comsurveyn.d.cited 8xIndustry Survey: How Much Does it Cost to Open a Restaurant?
- RestaurantOwner.com (press release via Send2Press Newswire)survey2018cited 2xHow Much Does It Cost to Open a Restaurant? 350 Independent Restaurant Owners Share Their 2018 Startup Costs and Financial Performance
- Restroworks (citing PYMNTS)dataset2023cited 1xGoogle Restaurant Search Statistics
- Rezkuarticle2026cited 1xThird-Party Delivery Fees in 2026: What DoorDash, Uber Eats & Grubhub Really Cost Restaurants
- Sauce (getsauce.com)article2024cited 1xBreaking Down DoorDash Fees For Restaurants
- Search Engine Land (reporting Womply study of 200,000+ businesses)study2019cited 2xReview counts matter more to local business revenue than star ratings, according to study
- SevenRoomsvendor2024cited 3xImproving Your Restaurant Waitlist Management with a Virtual Waitlist
- Slang AIvendor2026cited 1xSlang AI homepage
- Slang.aivendor2026cited 1xSlang AI Pricing | Restaurant Voice AI Plans
- Statistaarticle2026cited 1xOnline Food Delivery - United States | Market Forecast
- TD Banksurvey2025cited 2xInnovation on the Menu: AI Poised to Boost Restaurant Growth, TD Bank Survey Finds
- The Next Webarticle2025cited 2xTaco Bell's voice AI expansion shows the drive-thru has entered a new phase
- The Philadelphia Inquirervendor2026cited 1xOpenTable begins adding a 2% service fee to some transactions, including no-show fees
- Toast (via The Globe and Mail)vendor2025cited 2xToast Data: How Reservation and Full-Service Restaurant Dining Trends Shifted In the Last Year
- Toast, Inc. (via Yahoo Finance / Business Wire)vendor2025cited 2xToast Announces Third Quarter 2025 Financial Results
- U.S. Bureau of Labor Statisticsgov2026cited 1xJob Openings and Labor Turnover Survey (JOLTS), Table 4 (quits)
- U.S. Bureau of Labor Statisticsgov2026cited 1xConsumer Price Index: 2025 in review
- U.S. Bureau of Labor Statistics, via FRED (Federal Reserve Bank of St. Louis)dataset2026cited 1xProducer Price Index by Commodity: Inputs to Industries: Net Inputs to Nonresidential Construction, Goods (WPUIP2312001)
- U.S. Small Business Administrationgov2026Plan your business: Calculate your startup costs
- U.S. Small Business Administrationgov2026Plan your business: Write your business plan
- Uberallarticle2026cited 4xFast Food, Faster Discovery: The 2026 GEO Playbook for Multi-Location QSRs
- Verdict Foodservicevendor2025cited 1xDoorDash finalises purchase of hospitality tech firm SevenRooms
- Winnowvendor2026cited 3xWinnow: The Leading AI Food Waste Prevention System for Commercial Kitchens
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