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About the Author:
James Macdonald
Managing Director
Jim Macdonald has over two decades of experience at First Analysis, working with entrepreneurs as an investor and as an advisor on growth transactions to help build leading software-as-a-service (SaaS) businesses. With his widely read “SaaS Quarterly Insights” report, he is a thought leader in the area, and his work has been cited for excellence in the Wall Street Journal’s “Best on the Street” survey, in Forbes and in other publications. He supports First Analysis' investments in AmpliFund, Drive My Way, Fleetworthy Solutions, Freeosk, SynergySuite, Transformative Pharmaceutical Solutions, ViralGains and Yello. Prior to joining First Analysis in 1997, he was a general manager at Nalco Chemical Co., where he played a key role in expanding Nalco’s service offering to include operating and leasing equipment at customer sites. This led to formation of a joint venture with U.S. Filter Co. Earlier, he was with a subsidiary of Ecolab Inc. He earned an MBA from Harvard University and a bachelor’s degree in civil engineering from Cornell University, where he also earned the university’s highest award in that discipline.
First Analysis SaaS Team
Matthew Nicklin
Managing Director
James Macdonald
Managing Director
Corey Greendale
Managing Director
Howard Smith
Managing Director
Richard Conklin
Managing Director
Andrew Walsh
Managing Director
David Gearhart
Senior Vice President
Terry Kiwala
Vice President
First Analysis Quarterly Insights
Software as a Service
SaaS valuation multiples continued to recover in the June quarter
July 25, 2023
  • Our SaaS universe gained 9.6% on average in the June quarter and 30.9% in the first half of 2023. Substantially all the gain has been from expansion of enterprise value multiples of estimated revenue, to 7.0 on average for 2023 estimated revenue at the end of the June quarter from 5.2 at the end of 2022. The valuation framework we initially presented in 2019 suggests the 7.0 multiple is fair value now.
  • The data visibility group had the largest average stock-price gain for the second quarter in a row, up 19.4% on average, as artificial intelligence continued to drive interest in the group.
  • With correlations between revenue multiples and growth rates remaining relatively low, there are many interesting outliers.
  • Given the recovery in valuation multiples, we were somewhat surprised that none of our SaaS companies were the subject of newly announced acquisitions in the quarter.

TABLE OF CONTENTS

Overview of our analysis

After large gains so far in 2023, is there room left to run?

Correlations between valuation multiples and growth rates remain low

Acquisitions dry up

Data visibility group again posts largest average price gain

SaaS M&A: Notable transactions include IBM's acquisitions of Polar Security and Apptio

SaaS private placements: Notable transactions include Cart.com and Tipalti

Overview of our analysis

Our SaaS universe gained 9.6% on average in the June quarter, modestly outperforming the S&P 500's 8.3% gain. The median gain for our SaaS stocks was 6.7%, indicating that several large gainers drove the average. Eleven SaaS stocks (12% of our universe) gained over 30% while 34 (36% of our universe) declined as stock picking continued to be critical to investment returns. Surprisingly, there were no acquisitions announced in our universe, although a few companies might be viewed as in play. Our SaaS universe's average enterprise value multiple of 2023 estimated revenue increased to 7.0 from 6.2 last quarter. For 2024, the average multiple of estimated revenue was 5.9, up from 5.2 last quarter.

The data visibility group had the largest average stock-price gain for the second quarter in a row, up 19.4% on average, as artificial intelligence continued to drive interest. The healthcare sector stocks lost an average of 3.1% as Certara (CERT) dropped 24.5% after disappointing results, giving back some of the March quarter's gains.

After removing the companies for which acquisitions were announced prior to the June quarter (Cvent, Momentive Global and Qualtrics), our SaaS universe is down to 94 names from 97. In light of the continued strength of and interest in the SaaS sector, we were somewhat surprised that none of our SaaS companies were the subject of newly announced acquisitions in the quarter.

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