• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia

Trendingnow

1

Jeff Bezos wants the bottom half of earners to pay zero income tax—he says nurses making just $75K should save $12K a year

2

Despite a $500 million net worth, Shaq just finished his fourth degree. He warns graduates: 'Your character will take you further than your resume'

3

Bolt CEO says he let go of his entire HR team for creating problems that didn’t exist: ‘Those problems disappeared when I let them go’ 

1

Jeff Bezos wants the bottom half of earners to pay zero income tax—he says nurses making just $75K should save $12K a year

2

Despite a $500 million net worth, Shaq just finished his fourth degree. He warns graduates: 'Your character will take you further than your resume'

3

Bolt CEO says he let go of his entire HR team for creating problems that didn’t exist: ‘Those problems disappeared when I let them go’ 
TechTerm Sheet

Investment Platform CircleUp Is Using a Moneyball-Style Algorithm to Identify the Next Hit Consumer Brand

By
Erin Griffith
Erin Griffith
Down Arrow Button Icon
By
Erin Griffith
Erin Griffith
Down Arrow Button Icon
February 27, 2017, 10:00 AM ET
Courtesy CircleUp

This article first appeared in Term Sheet, Fortune’s newsletter on deals and dealmakers. Sign up here.

Is it fair to say the realities of equity crowdfunding have not lived up to the category’s promises? Most action in this much-hyped market has remained limited to helping same institutional investors and high net worth individuals that could always invest in private companies, not the “average Joe” investors that get shut out of the Unicorn investing action. To expand, crowdfunding platform AngelList now operates its own fund, and consumer packaged goods-focused CircleUp focuses more on institutional investors.

Since 2012, CircleUp has helped 233 companies raise $315 million in capital. (Of those, five have failed, none have exited, but they carry and unrealized IRR of more than 40%.) Today the company announces an important next step in its evolution as a “marketplace” company: A Moneyball-style set of algorithms that predicts the next breakout hit in consumer packaged goods called Helio. It uses “a web of algorithms and data sets meant to mimic the investor’s mind,” says CEO Ryan Caldbeck. It analyzes a company’s financial performance, competitors’ performance, brand, distribution, and team. he company has been building this for several years and views the product as deeply central to its future.

The Moneyball-for-startups idea isn’t new. (Steve Blank has been big on this concept for years.) But Caldbeck says that Silicon Valley’s system for investing in tech startups is less suited to this type of data crunching. For one, startup investing is fairly efficient, with the capital and startups clustered around a handful of innovation hubs in the country.

But the consumer packaged goods industry does not have a Sand Hill Road, making it difficult for investors to surface fast-growing companies with less than $15 million in revenue. Further, it’s easier for algorithms compare business models in consumer goods because they are essentially the same across all categories, but with tech startups, every business model (if they even have one) is its own special snowflake. Lastly, unlike with opaque tech startups, the data points are plentiful in the consumer world. Retailers and third parties make inventory, distribution and sales data publicly available.

In the beginning, Helio identified companies with strong financials, but whose brands would not pass an investor’s “eye test,” Caldbeck says. But after taking customer data into account – from social media and review sites – Helio can now accurately identify when an off-brand or copycat product’s success is short-lived. (One example: Companies that say “Send us a direct message” on Twitter three times more than average are not likely to have long-term success.)

Helio has sourced a handful of deals so far, including REBBL, a line of coconut-milk beverages, nutpods, a dairly alternative snack, and Supergoop, a sunscreen brand. It charges private equity and venture capital firms 5% of the investment for surfacing the deals. In other cases, retailers looking for up-and-coming brands to carry offer a discount on shelf space as compensation for introductions made by CircleUp.

CircleUp has 55 employees. The company recently laid off six employees from its business operations side as a result of the “evolution” brought about by Helio. CircleUp has teams of people working with companies on its platform, but now it can be “more efficient” on tasks like verifying financial information, CircleUp COO Rory Eakin says.

Correction: A previous version of this article incorrectly attributed quotes to the wrong executive. It has been updated to reflect that Ryan Caldbeck is CEO of CircleUp and Rory Eakin is COO.

About the Author
By Erin Griffith
See full bioRight Arrow Button Icon

Latest in Tech

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in Tech

satya nadella
AITech
Microsoft reports are exposing AI’s real cost problem: Using the tech is more expensive than paying human employees
By Jake AngeloMay 22, 2026
1 hour ago
Sam Altman standing in a lift.
AIOpenAI
The big questions looming over OpenAI’s trillion-dollar IPO
By Beatrice NolanMay 22, 2026
1 hour ago
Musk may already be a trillionaire while these SpaceX employees and investors will hit multibillion-dollar jackpots after blockbuster IPO
Startups & VentureSpaceX
Musk may already be a trillionaire while these SpaceX employees and investors will hit multibillion-dollar jackpots after blockbuster IPO
By Jason MaMay 22, 2026
2 hours ago
ta
EconomySocial Media
They created AI nudes that got millions of views online. Now they’re being charged with crimes
By Jake Offenhartz and The Associated PressMay 22, 2026
3 hours ago
Steve Wozniak
SuccessCareers
Steve Wozniak says he didn’t cofound Apple to ‘make money’—he only did it because he was rejected by HP 5 times, and for years his pay was just $50
By Preston ForeMay 22, 2026
3 hours ago
zuckerberg
CybersecuritySocial Media
A school district’s lawsuit against Meta for mental health costs was set for trial next month. Zuckerberg settled
By Barbara Ortutay and The Associated PressMay 22, 2026
3 hours ago

Most Popular

Jeff Bezos wants the bottom half of earners to pay zero income tax—he says nurses making just $75K should save $12K a year
Success
Jeff Bezos wants the bottom half of earners to pay zero income tax—he says nurses making just $75K should save $12K a year
By Preston ForeMay 21, 2026
1 day ago
Despite a $500 million net worth, Shaq just finished his fourth degree. He warns graduates: 'Your character will take you further than your resume'
Success
Despite a $500 million net worth, Shaq just finished his fourth degree. He warns graduates: 'Your character will take you further than your resume'
By Preston ForeMay 20, 2026
2 days ago
Bolt CEO says he let go of his entire HR team for creating problems that didn’t exist: ‘Those problems disappeared when I let them go’ 
Workplace Culture
Bolt CEO says he let go of his entire HR team for creating problems that didn’t exist: ‘Those problems disappeared when I let them go’ 
By Preston ForeMay 19, 2026
3 days ago
Pay transparency is exposing a bigger problem: Most companies can't explain why they pay what they pay
Workplace Culture
Pay transparency is exposing a bigger problem: Most companies can't explain why they pay what they pay
By Sydney LakeMay 20, 2026
2 days ago
Current price of oil as of May 21, 2026
Personal Finance
Current price of oil as of May 21, 2026
By Joseph HostetlerMay 21, 2026
1 day ago
McKinsey partner says up to 50% of work hours could be transformed within the next 5 years
AI
McKinsey partner says up to 50% of work hours could be transformed within the next 5 years
By Emma BurleighMay 21, 2026
1 day ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.