Alternative Data for Restaurant & Food Delivery

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The restaurant and food delivery industry is highly competitive, with new establishments opening every day. To stay ahead of the competition, it is essential to have access to reliable data that provides insights into consumer preferences and trends. While traditional data sets such as sales figures and foot traffic can provide valuable insights into consumer behavior, they only tell part of the story. Alternative data sets such as credit and debit bill pay data and news sentiment tracking can provide a more complete understanding of consumer preferences and trends.

In this article, we will explore two providers of alternative data for the restaurant and food delivery industry. We will also discuss why this type of data is so important and how leveraging this data can help restaurant owners and food delivery companies stay ahead of the curve.

What is Alternative Data?

Alternative data sets refer to non-traditional sources of data that can provide insights into consumer behavior and trends. In the context of the restaurant and food delivery industry, alternative data sets can include credit and debit bill pay data, news sentiment tracking, and social media analytics, among others. By leveraging these data sets, restaurant owners and food delivery companies can gain a more complete understanding of consumer preferences and trends, allowing them to make informed decisions about where to invest their resources and how to adjust their offerings to meet changing consumer demand.

Why Alternative Data is Important for Restaurant & Food Delivery

Alternative data provides a more complete picture of consumer behavior than traditional data sets. By leveraging this data, restaurant owners and food delivery companies can make informed decisions about where to invest their resources and how to adjust their offerings to meet changing consumer demand.

For example, if a restaurant owner notices a decline in sales for a particular dish, they can use the data provided by Earnest Research and GTCOM to identify the reason for the decline. Perhaps the dish is too expensive compared to similar offerings at other restaurants, or maybe consumers are concerned about the ingredients used in the dish. Armed with this information, the restaurant owner can make changes to their menu or adjust their pricing to better meet consumer demand.

Understanding consumer sentiment is also important in the food delivery industry. With the rise of third-party delivery services such as Uber Eats and Grubhub, it is essential to provide a positive customer experience to remain competitive. By leveraging alternative data sets, food delivery companies can identify areas where they may need to improve their offerings or customer service, ultimately leading to an increase in customer satisfaction and loyalty.

Earnest Research

Earnest Research is a data analytics company that provides insights into consumer behavior using credit and debit bill pay data from millions of anonymous US consumers. By analyzing this data, Earnest Research can provide insights into consumer spending habits, including where consumers are spending their money and how much they are spending.

For the restaurant and food delivery industry, this type of data can be incredibly valuable. For example, Earnest Research can provide insights into which restaurants are experiencing growth or decline in sales. This can help restaurant owners make informed decisions about where to open new locations or where to invest their marketing efforts. Additionally, Earnest Research can provide insights into which types of food are becoming more or less popular. This can help restaurants adjust their menu offerings to better meet consumer demand.

With this data, restaurant owners can also identify which items on their menu are driving the most revenue and which are not. By understanding which dishes are most popular, they can optimize their menu offerings and better tailor their marketing efforts based on the data provided. This type of data can also help restaurant owners identify which days of the week or times of day are busiest, allowing them to adjust their staffing and inventory accordingly.

Global Tone Communication (GTCOM)

Global Tone Communication (GTCOM) is a data analytics company that provides news sentiment and event tracking across 65 languages. By analyzing news articles and social media posts, GTCOM can provide insights into consumer sentiment and trends.

For the restaurant and food delivery industry, this type of data can be incredibly valuable. GTCOM can provide insights into consumer sentiment around specific restaurants or food delivery services. This can help restaurant owners and food delivery companies identify areas where they may need to improve their offerings or customer service. Additionally, GTCOM can provide insights into broader trends in the industry, such as the rise of plant-based diets or the popularity of certain types of cuisine.

With GTCOM’s data, restaurant owners can also identify which marketing campaigns are most effective in driving traffic to their establishment. By understanding consumer sentiment towards their brand, they can tailor their messaging to better resonate with their target audience.

Conclusion

In conclusion, alternative data is becoming increasingly important in the restaurant and food delivery industry. Providers such as Earnest Research and GTCOM can offer valuable insights into consumer behavior and trends, helping restaurant owners and food delivery companies stay ahead of the competition. By leveraging this type of data, restaurant owners and food delivery companies can make informed decisions about where to invest their resources and how to adjust their offerings to meet changing consumer demand. The future of the industry belongs to those who can use data to their advantage, and alternative data is an essential tool in achieving that goal.

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Alan Kwan

Alan joined ExtractAlpha in 2024. He is a tenured associate professor of finance at the University of Hong Kong, where he serves as the program director of the MFFinTech, teaches classes on quantitative trading and big data in finance, and conducts research in finance specializing in big data and alternative datasets. He has published research in prestigious journals and regularly presents at financial conferences. He previously worked in technical and trading roles at DC Energy, Bridgewater Associates, Microsoft and advises several fintech startups. He received his PhD in finance from Cornell and his Bachelors from Dartmouth.

John Chen

John joined ExtractAlpha in 2023 as the Director of Partnerships & Customer Success. He has extensive experience in the financial information services industry, having previously served as a Director of Client Specialist at Refinitiv. John holds dual Bachelor’s degrees in Commerce and Architecture (Design) from The University of Melbourne.

Chloe Miao

Chloe joined ExtractAlpha in 2023. Prior to joining, she was an associate director at Value Search Asia Limited. She earned her Masters of Arts in Global Communications from the Chinese University of Hong Kong.

Matija Ratkovic

Matija is a specialist in software sales and customer success, bringing experience from various industries. His career, before sales, includes tech support, software development, and managerial roles. He earned his BSc and Specialist Degree in Electrical Engineering at the University of Montenegro.

Jack Kim

Jack joined ExtractAlpha in 2022. Previously, he spent 20+ years supporting pre- and after-sales activities to drive sales in the Asia Pacific market. He has worked in many different industries including, technology, financial services, and manufacturing, where he developed excellent customer relationship management skills. He received his Bachelor of Business in Operations Management from the University of Technology Sydney.

Perry Stupp

Perry brings more than 20 years of Enterprise Software development, sales and customer engagement experience focused on Fortune 1000 customers. Prior to joining ExtractAlpha as a Technical Consultant, Perry was the founder, President and Chief Customer Officer at Solution Labs Inc. a data analytics company that specialized in the analysis of very large-scale computing infrastructures in place at some of the largest corporate data centers in the world.

Perry Stupp

Perry brings more than 20 years of Enterprise Software development, sales and customer engagement experience focused on Fortune 1000 customers. Prior to joining ExtractAlpha as a Technical Consultant, Perry was the founder, President and Chief Customer Officer at Solution Labs Inc. a data analytics company that specialized in the analysis of very large-scale computing infrastructures in place at some of the largest corporate data centers in the world.

Janette Ho

Janette has 22+ years of leadership and management experience in FinTech and analytics sales and business development in the Asia Pacific region. In addition to expertise in quantitative models, she has worked on risk management, portfolio attribution, fund accounting, and custodian services. Janette is currently head of relationship management at Moody’s Analytics in the Asia-Pacific region, and was formerly Managing Director at State Street, head of sales for APAC Asset Management at Thomson Reuters, and head of Asia for StarMine. She is also a board member at Human Financial, a FinTech firm focused on the Australian superannuation industry.

Leigh Drogen

Leigh founded Estimize in 2011. Prior to Estimize, Leigh ran Surfview Capital, a New York based quantitative investment management firm trading medium frequency momentum strategies. He was also an early member of the team at StockTwits where he worked on product and business development.  Leigh is now the CEO of StarKiller Capital, an institutional investment management firm in the digital asset space.

Andrew Barry

Andrew is the CEO of Human Financial, a technology innovator that is pioneering consumer-led solutions for the superannuation industry. Andrew was previously CEO of Alpha Beta, a global quant hedge fund business. Prior to Alpha Beta he held senior roles in a number of hedge funds globally.

Natallia Brui

Natallia has 7+ years experience as an IT professional. She currently manages our Estimize platform. Natallia earned a BS in Computer & Information Science in Baruch College and BS in Economics from BSEU in Belarus. She has a background in finance, cybersecurity and data analytics.

June Cook

June has a background in B2B sales, market research, and analytics. She has 10 years of sales experience in healthcare, private equity M&A, and the tech industry. She holds a B.B.A. from Temple University and an M.S. in Management and Leadership from Western Governors University.

Jenny Zhou, PhD

Jenny joined ExtractAlpha in 2023. Prior to that, she worked as a quantitative researcher for Chorus, a hedge fund under AXA Investment Managers. Jenny received her PhD in finance from the University of Hong Kong in 2023. Her research covers ESG, natural language processing, and market microstructure. Jenny received her Bachelor degree in Finance from The Chinese University of Hong Kong in 2019. Her research has been published in the Journal of Financial Markets.

Kristen Gavazzi

Kristen joined ExtractAlpha in 2021 as a Sales Director. As a past employee of StarMine, Kristen has extensive experience in analyst performance analytics and helped to build out the sell-side solution, StarMine Monitor. She received her BS in Business Management from Cornell University.

Triloke Rajbhandary

Triloke has 10+ years experience in designing and developing software systems in the financial services industry. He joined ExtractAlpha in 2016. Prior to that, he worked as a senior software engineer at HSBC Global Technologies. He holds a Master of Applied Science degree from Ryerson University specializing in signal processing.

Jackie Cheng, PhD

Jackie joined ExtractAlpha in 2018 as a quantitative researcher. He received his PhD in the field of optoelectronic physics from The University of Hong Kong in 2017. He published 17 journal papers and holds a US patent, and has 500 citations with an h-index of 13. Prior to joining ExtractAlpha, he worked with a Shenzhen-based CTA researching trading strategies on Chinese futures. Jackie received his Bachelor’s degree in engineering from Zhejiang University in 2013.

Yunan Liu, PhD

Yunan joined ExtractAlpha in 2019 as a quantitative researcher. Prior to that, he worked as a research analyst at ICBC, covering the macro economy and the Asian bond market. Yunan received his PhD in Economics & Finance from The University of Hong Kong in 2018. His research fields cover Empirical Asset Pricing, Mergers & Acquisitions, and Intellectual Property. His research outputs have been presented at major conferences such as AFA, FMA and FMA (Asia). Yunan received his Masters degree in Operations Research from London School of Economics in 2013 and his Bachelor degree in International Business from Nottingham University in 2012.

Willett Bird, CFA

Prior to joining ExtractAlpha in 2022, Willett was a sales director for Vidrio Financial. Willett was based in Hong Kong for nearly two decades where he oversaw FIS Global’s Asset Management and Commercial Banking efforts. Willett worked at FactSet, where he built the Asian Portfolio and Quantitative Analytics team and oversaw FactSet’s Southeast Asian operations. Willett completed his undergraduate studies at Georgetown University and finished a joint degree MBA from the Northwestern Kellogg School and the Hong Kong University of Science and Technology in 2010. Willett also holds the Chartered Financial Analyst (CFA) designation.

Julie Craig

Julie Craig is a senior marketing executive with decades of experience marketing high tech, fintech, and financial services offerings. She joined ExtractAlpha in 2022. She was formerly with AlphaSense, where she led marketing at a startup now valued at $1.7B. Prior to that, she was with Interactive Data where she led marketing initiatives and a multi-million dollar budget for an award-winning product line for individual and institutional investors.

Jeff Geisenheimer

Jeff is the CFO and COO of ExtractAlpha and directs our financial, strategic, and general management operations. He previously held the role of CFO at Estimize and two publicly traded firms, Multex and Market Guide. Jeff also served as CFO at private-equity backed companies, including Coleman Research, Ford Models, Instant Information, and Moneyline Telerate. He’s also held roles as advisor, partner, and board member at Total Reliance, CreditRiskMonitor, Mochidoki, and Resurge.

Vinesh Jha

Vinesh founded ExtractAlpha in 2013 with the mission of bringing analytical rigor to the analysis and marketing of new datasets for the capital markets. Since ExtractAlpha’s merger with Estimize in early 2021, he has served as the CEO of both entities. From 1999 to 2005, Vinesh was the Director of Quantitative Research at StarMine in San Francisco, where he developed industry leading metrics of sell side analyst performance as well as successful commercial alpha signals and products based on analyst, fundamental, and other data sources. Subsequently, he developed systematic trading strategies for proprietary trading desks at Merrill Lynch and Morgan Stanley in New York. Most recently he was Executive Director at PDT Partners, a spinoff of Morgan Stanley’s premiere quant prop trading group, where in addition to research, he also applied his experience in the communication of complex quantitative concepts to investor relations. Vinesh holds an undergraduate degree from the University of Chicago and a graduate degree from the University of Cambridge, both in mathematics.

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