The following discussion and analysis of our financial condition and results of
operations should be read in conjunction with our condensed consolidated
financial statements and related notes appearing elsewhere in this Quarterly
Report on Form 10-Q. The discussion contains forward-looking statements,
including with respect to our transaction volumes, our net revenue retention
rate, and customer adoption of multi-modules, that are based on the beliefs of
management, as well as assumptions made by, and information currently available
to, our management. Actual results could differ materially from those discussed
in or implied by forward-looking statements as a result of various factors,
including those discussed elsewhere in this Quarterly Report on Form 10-Q,
particularly in the section entitled "Special Note Regarding Forward-Looking
Statements," and in our Annual Report on Form 10-K for the year ended December
31, 2021, filed with the Securities and Exchange Commission, or SEC, on February
25, 2022.

Overview

We are Olo, a leading open SaaS platform for restaurants.



Our platform powers restaurant brands' on-demand digital commerce operations,
enabling digital ordering, delivery, front-of-house, or FOH, management and
payments, while further strengthening and enhancing restaurants' direct consumer
relationships. Consumers today expect more on-demand convenience and
personalization from restaurants, particularly through digital channels, but
many restaurants lack the in-house infrastructure and expertise to satisfy this
increasing demand in a cost-effective manner. We provide restaurants with a
business-to-business-to-consumer, enterprise-grade, open SaaS platform to manage
their complex digital businesses and enable fast and more personalized
experiences for their guests. Our platform and application programming
interfaces, or APIs, seamlessly integrate with a wide range of solutions,
unifying disparate technologies across the restaurant ecosystem. Restaurant
brands rely on us to increase their digital omni-channel sales, maximize
profitability, establish and maintain direct consumer relationships, and
collect, protect, and leverage valuable consumer data. As a result of our
ability to meet restaurant brands' growing needs, gross merchandise value, or
GMV, which we define as the gross value of orders processed through our
platform, has increased on an annual basis, reaching more than $20 billion in
GMV during the year ended December 31, 2021. We believe that GMV is an important
metric to provide management with an indication of demand for our products. Our
well-established platform has led many of the major publicly traded and top 50
fastest growing private restaurant brands, measured by overall sales, in the
United States to work with us and has been a factor in our high dollar-based net
revenue retention. See the section titled "Key Factors Affecting Our
Performance" below for additional information on how we calculate dollar-based
net revenue retention. Further, industry-recognized outlets, including
Restaurant Business Online, QSR Magazine, and AP News, have also deemed Olo a
leading food ordering platform for the restaurant industry.

We built Olo with the goal of being the leading SaaS platform for the restaurant
industry by aligning the solutions we have developed with the needs of our
customers. Our platform initially focused on our Order Management solutions, a
suite of fully-integrated, white-label, on-demand digital commerce and channel
management solutions, enabling guests to order and pay directly from restaurants
via mobile, web, kiosk, voice, and other digital channels, through our Ordering,
Network, Switchboard, Kiosk, and Virtual Brands modules. We then expanded our
platform by launching our Delivery Enablement solutions, including Dispatch, our
delivery enablement module, and Rails, our aggregator and channel management
module. In 2021, we acquired Wisely Inc, or Wisely. This acquisition added our
Guest Engagement solutions, formerly known as Customer Engagement, a suite of
restaurant-centric marketing and sentiment solutions enabling restaurants to
collect, analyze, and act on guest data to deepen relationships, boost revenue,
and increase Customer Lifetime Value, or CLV, through the Marketing Automation,
Sentiment, and Guest Data Platform, or GDP, formerly known as Customer Data
Platform, modules, as well as our FOH solutions which enable restaurants to
streamline the queue orders from multiple sales channels, optimize seat
utilization in the dining room, and increase flow-through of reservation and
waitlist parties through the Host module. The key milestones in our corporate
history are the following:

•2005: Olo Founder and CEO Noah Glass accepted $0.5 million in Series A funding to start Mobo.

•2010: We began rebranding as "Olo" and shifted our focus to enterprise customers.

•2013: We surpassed $50 million in GMV and expanded our executive leadership team.

•2014: We surpassed $100 million in GMV, and restaurateur Danny Meyer joined our Board of Directors.

•2015: We launched Dispatch, our first significant product extension.


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•2016: We surpassed $500 million in GMV.

•2017: We launched Rails and surpassed $1 billion in GMV.

•2018: We surpassed $2 billion in GMV.

•2019: We surpassed $5 billion in GMV.

•2020: We reached nearly $14.6 billion in GMV.

•2021: We completed our IPO, executed our first acquisition, and surpassed $20 billion in GMV.

•2022: We announced commercial availability of Olo Pay.



Leading restaurant brands trust Olo's enterprise-grade platform for its
capabilities, reliability, security, scalability, and interoperability. Our
platform currently handles, on average, more than 2 million orders per day. In
2021, more than 85 million consumers transacted on our platform. We continually
invest in architectural improvements so that our system can scale in tandem with
our continued growth. Additionally, both internal and external security experts
frequently test our system for vulnerabilities. To our knowledge, we have never
experienced a material breach of customer or consumer data. Our open SaaS
platform integrates with over 300 restaurant technology solutions including
point-of-sale, or POS, systems, aggregators, delivery service providers, or
DSPs, payment processors, user experience, or UX, user interface, or UI,
providers, loyalty programs, on-premise ordering providers, kitchen display
systems, or KDS, labor management providers, inventory management providers, and
reservation and customer relationship management, or CRM, giving our customers
significant control over the configuration and features of their distinct
digital offering.

We are the exclusive direct digital ordering provider for our leading brands
across all service models of the restaurant industry, including quick service,
fast casual, casual dining, family dining, and coffee and snack food. Our
contracts typically have initial terms of three years or longer, with continuous
one-year automatic renewal periods, providing visibility into our future
financial performance. Our enterprise brands, meaning those brands having 100 or
more locations, tend to be highly loyal.

We have a highly efficient go-to-market model as a result of our industry
thought leadership, partnership approach with our restaurant customers, and
experienced enterprise sales, customer success, and deployment teams. Unlike
other enterprise software businesses, where the sales team works to add a single
location or division and expand to others, we enter into relationships at the
brand's corporate level and strive to secure exclusivity across all locations.
This enables us to deploy our modules across all new and existing brand
locations without any additional sales and marketing costs, and upsell new
offerings to the brand itself, rather than each individual location.

We refer to our business model as a transactional SaaS model, as it includes
both subscription and transaction-based revenue streams, and we designed it to
align with our customers' success. Our model allows our customers to forego the
cost of building, maintaining, and securing their own digital ordering and
delivery platforms and to retain direct relationships with their consumers while
maximizing profitability. Our hybrid-pricing model provides us with a
predictable revenue stream and enables us to further grow our revenue as our
customers increase their digital order volume. We generate subscription revenue
from our Ordering, Switchboard, Kiosk, Virtual Brands, Marketing Automation,
Sentiment, GDP, and Host modules. In addition, a growing portion of our
customers purchase an allotment of monthly orders for a fixed monthly fee and
pay us an additional fee for each excess order, which we also consider to be
subscription revenue. Our transaction revenue includes revenue generated from
our Rails, Dispatch, Virtual Brands, and Olo Pay modules. In most cases, we also
charge aggregators, channel partners, and other service providers in our
ecosystem on a per transaction basis for access to our Rails and Dispatch
modules. We also derive transactional revenue from other products, including
Network, which allows brands to take orders from non-aggregator digital channels
(e.g., Google Food Ordering, which enables restaurants to fulfill orders
directly through Google search results and Maps pages). These products generate
fees predominantly through revenue sharing agreements with partners.

Key Factors Affecting Our Performance

Add New Large Multi-Location and High-Growth Restaurant Brands



We believe there is a substantial opportunity to continue to grow our customer
base across the U.S. restaurant industry, adding to our over 600 existing brands
across approximately 82,000 active locations as of June 30, 2022, up from


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approximately 74,000 active locations as of June 30, 2021. We define an "active
location" as a unique restaurant location that is utilizing one or more modules
in a given quarterly period. We consider each specific restaurant brand to be a
customer, even if owned by a parent organization that owns multiple restaurant
brands. We intend to continue to drive new customer growth by leveraging our
brand and experience within the industry, and expanding our sales and marketing
efforts. We have also historically pursued and will continue to target the most
well-capitalized, fastest-growing restaurant brands in the industry. Our ability
to attract new customers will depend on a number of factors, including our
ability to innovate, the effectiveness and pricing of our new and existing
modules, the growth of digital ordering, and the success of our marketing
efforts.

Expand Within Our Existing Customer Base



Our large base of enterprise customers and transactional SaaS revenue model
represent an opportunity for further revenue expansion from the sale of
additional modules, and the addition of new restaurant locations. A key factor
to our success in executing our expansion strategy will be our ability to retain
our existing and future restaurant customers. Our exclusive, long-term, direct
digital ordering contracts with our customers provide us the opportunity to form
unique, trusted partnerships with our restaurant brands, further enhancing our
ability to satisfy and retain our customers. Our contracts typically have
initial terms of three years or longer, with continuous one-year automatic
renewal periods, providing visibility into our future performance. One
indication of our ability to grow within our customer base through the
development of our products that our customers value is our average revenue per
unit, or ARPU. We calculate ARPU by dividing the total platform revenue in a
given period by the average active locations in that same period. We believe
this demonstrates our ability to grow within our customer base through the
development of our products that our customers value. Our ability to retain and
increase revenue from existing customers will depend on a number of factors,
including fluctuations in our customers' spending levels, fluctuations in the
number of transactions processed by our customers on the platform, and the
ability of our customers to switch to a competitor or develop their own internal
platform solutions.

The following summarizes our ARPU and number of active locations for the three months ended, or as of, each of the dates presented.



                                     Three Months Ended June 30,
                                         2022                      2021
Average Revenue Per Unit   $          544                       $    486
Ending Active Locations            82,000                         74,000


A further indication of the propensity of our customers to continue to work with
and expand their relationship with us over time is our dollar-based net revenue
retention rate, or NRR, which compares our revenue from the same set of active
customers in one period to the prior year period. We calculate dollar-based NRR
as of a period-end by starting with the revenue, defined as platform revenue,
from the cohort of all active customers as of 12 months prior to such
period-end, or the prior period revenue. We then calculate the platform revenue
from these same customers as of the current period-end, or the current period
revenue. Current period revenue includes any expansion and is net of contraction
or attrition over the last 12 months, but excludes platform revenue from new
customers in the current period. We then divide the total current period revenue
by the total prior period revenue to arrive at the point-in-time dollar-based
NRR. We believe that NRR is an important metric demonstrating our ability to
retain our customers and expand their use of our modules over time, proving the
stability of our revenue base and the long-term value of our customer
relationships.

For the period ending June 30, 2022, we maintained an NRR of approximately 106%.
While we maintained an NRR over 120% throughout 2021, 2020, and 2019, we
observed a decline in NRR in the first and second quarters of 2022 as we lapped
the last pre-vaccination period of the COVID-19 pandemic, during which time
order volumes were elevated, and the final quarter operating under our prior
DoorDash agreement. We expect to return to NRR in excess of 120% in the near
term as customers continue to adopt additional product modules such as Olo Pay,
FOH and Guest Engagement solutions.

Enable Higher Transaction Volume



Transaction revenue will continue to be an important source of our growth. We
intend to continue to work with our existing restaurant customers to enable
higher transaction volume at their locations, which may enable us to generate
additional subscription and transaction revenue. As on-demand digital commerce
grows to represent a larger share of total food consumption, we expect to
significantly benefit from this secular trend as we capture a portion of this
increased on-demand digital commerce order volume. Not only does our software
create the opportunity to drive more orders for our customers, but


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we also expect the industry's secular tailwinds to help increase transaction
order volume as more consumers order food through digital means, including on-
and off-premise. As transaction volume increases, the subscription revenue we
receive from certain subscription-based modules may also increase as customers
subscribe for higher tier ordering packages to enable more transactions.
Additionally, as we continue to expand our product offerings and improve our
current software, we also believe that we may be able to increase our share of
the transaction revenue that flows through our platform. Specifically, in
February 2022, we announced the general availability of our payment solution,
Olo Pay, which we believe can significantly increase our ability to generate
transactional revenues. Our ability to increase transaction volume is dependent
on the continued shift to digital ordering for food consumption and our ability
to capture a meaningful portion of that shift.

Investment in Innovation and Growth



We have invested and intend to continue to invest in expanding the functionality
of our current platform and broadening our capabilities to address new market
opportunities, particularly around payments, data analytics, and on-premise
dining. We also intend to continue to invest in enhancing awareness of our brand
and developing more modules, features, and functionality that expand our
capabilities to facilitate the extension of our platform to new use cases and
industry verticals. We believe this strategy will provide new avenues for growth
and allow us to continue to deliver differentiated, high-value outcomes to both
our customers and stockholders. Specifically, we intend to invest in research
and development to expand our existing modules and build new modules, sales and
marketing to promote our modules to new and existing customers and in existing
and expanded geographies, professional services to ensure the success of our
customers' implementations of our platform, and other operational and
administrative functions to support our expected growth and requirements as a
public company. We expect our total operating expenses will increase over time
and, in some cases, have short-term negative impacts on our operating margin. We
also intend to continue to evaluate strategic acquisitions and investments in
businesses and technologies to drive product and market expansion. Our future
success is dependent, in part, on our ability to successfully develop, market,
and sell new and existing modules to new and existing customers.

Grow Our Ecosystem



We plan to expand our current ecosystem of third-party partners to better
support our customers. Our platform is highly configurable and deeply embedded
into our customers' disparate existing infrastructures. Our platform seamlessly
integrates with technology providers across the restaurant ecosystem, including
most POS systems, DSPs, OSPs, aggregators, payment processors, loyalty programs,
on-premise ordering providers, KDSs, labor management providers, inventory
management providers, and reservation and CRM platforms. We believe that we can
leverage these unique partnerships to deliver additional value to our customers.
We see opportunity to further broaden our partnership group and build upon the
integrations we currently offer. We plan to continue to invest and expand our
ecosystem of compatible third-party technology providers to allow us to service
a broader network of restaurant brands. We believe that these technology
partnerships make us a critical component for restaurant brands looking to
enhance their digital ordering and delivery platforms. We intend to continue to
invest in building functionality that further integrates our platform with
additional third-party technology providers, which expands our capabilities and
facilitates the extension of our platform to new use cases and industry
verticals. Our future success is dependent on our ability to continue to
integrate with third-party technology providers in the restaurant ecosystem.

Expand Our Longer-Term Market Opportunity



While we have not made any significant investments in this area to date, we
believe there is an opportunity to partner with small- and medium-sized
businesses to enable their on-demand digital commerce presence. Additionally, as
many of our customers operate internationally, we believe there is a significant
opportunity to expand the usage of our platform outside of the United States. We
also believe that our platform can be applied to other commerce verticals,
beyond the restaurant industry, that are undergoing a similar digital
transformation to deliver real-time experiences and on-demand fulfillment to
consumers. For example, we currently partner with a number of grocery chains who
use our Ordering module to help their consumers order ready-to-eat meals and may
potentially expand these or other partnerships in the future. We anticipate that
our operating expenses will increase as a result of these initiatives.



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Components of Results of Operations

Revenue

We generate revenue primarily from platform fees and professional services.

Platform



Platform revenue primarily consists of fees that provide customers access to one
or more of our modules and standard customer support. Our contracts typically
have initial terms of three years or longer, with continuous one-year automatic
renewal periods. We bill monthly in arrears. A majority of our platform revenue
is derived from our Order Management solutions, which consist of our Ordering,
Switchboard, Kiosk, Network, and Virtual Brands modules. We also generate
platform revenue from our Delivery Enablement solutions, which include our
Dispatch and Rails modules, as well as from Olo Pay. We may also charge
third-party aggregators and other service providers in our ecosystem a
per-transaction fee for access to our Dispatch and Rails modules. Subsequent to
the Wisely Acquisition, we also generate revenue from our Guest Engagement and
FOH solutions.

Professional Services and Other



Professional services and other revenue primarily consists of fees paid to us by
our customers for the implementation of our platform. The majority of our
professional service fees are billed on a fixed fee basis upon execution of our
agreement. While we generally expect professional services and other revenue to
increase primarily as a result of continued deployment of additional active
locations, we also expect that this increase will be offset as our deployment
teams become more efficient and more familiar with customer systems and shorten
deployment periods.

Cost of Revenue

Platform

Platform cost of revenue primarily consists of costs directly related to our
platform services, including expenses for customer support and infrastructure
personnel, including salaries, taxes, benefits, bonuses, and stock-based
compensation, which we refer to as personnel costs, third-party software
licenses, hosting, amortization of internal-use software and intangible assets,
payment processing, and allocated overhead. We expect platform cost of revenue
to increase in absolute dollars in order to support additional customer and
transaction volume growth on our platform.

Professional Services and Other

Professional services and other cost of revenue primarily consists of the personnel costs of our deployment team associated with delivering these services and allocated overhead.



Gross Profit

Gross profit, or revenue less cost of revenue, has been, and will continue to
be, affected by various factors, including revenue fluctuations, our mix of
revenue associated with various modules, the timing and amount of investments in
personnel, increased hosting capacity to align with customer growth, and
third-party licensing costs.

Operating Expenses

Our operating expenses consist of research and development, general and administrative, and sales and marketing expenses. Personnel costs are the most significant component of operating expenses.

Research and Development



Research and development expenses primarily consist of engineering and product
development personnel costs and allocated overhead costs. Research and
development costs exclude internal-use software development costs, as they are
capitalized as a component of property and equipment, net, and amortized to
platform cost of revenue over the term of their estimated useful life. We
anticipate investments in this area to increase on an absolute dollar basis and
as a percentage of revenue in the short-term as we continue to invest in
innovative solutions to support our customers' rapidly evolving needs.

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General and Administrative



General and administrative expenses primarily consist of personnel costs and
contractor fees for finance, legal, human resources, information technology,
amortization of intangible assets, and other administrative functions. In
addition, general and administrative expenses include travel-related expenses
and allocated overhead. We also expect to incur additional general and
administrative expenses as a result of operating as a public company. We expect
that our general and administrative expenses will continue to grow on an
absolute dollar basis while declining as a percentage of revenue as we lap the
initial increase in costs associated with operating as a public company and
continue to scale our operations over time.

Sales and Marketing



Sales and marketing expenses primarily consist of sales, marketing, and other
personnel costs, commissions, general marketing, amortization of intangible
assets, promotional activities, and allocated overhead costs. Sales commissions
earned by our sales force are deferred and amortized on a straight-line basis
over the expected benefit period. We plan to continue to invest in sales and
marketing by expanding our go-to-market activities, hiring additional sales
representatives, and sponsoring additional marketing events and trade shows. We
expect our sales and marketing expenses to increase on an absolute dollar basis
and as a percentage of revenue in the short-term as we continue to invest in our
ability to sell new products and increase the visibility of our brand to new and
existing customers.

Other Income (Expenses), Net

Other income (expenses), net consists primarily of income earned on our investments and money-market funds in cash and cash equivalents and interest expense related to any outstanding debt.

Change in Fair Value of Redeemable Convertible Preferred Stock Warrant Liability



The change in the fair value of warrant liability relates to warrants issued to
purchase our redeemable convertible preferred stock that are classified as
liabilities on the balance sheet. Prior to the IPO, warrants to purchase
1,682,847 shares of our outstanding redeemable convertible preferred stock were
exercised and converted into redeemable convertible preferred stock. Upon
completion of the IPO, all shares of our outstanding redeemable convertible
preferred stock, inclusive of the shares issued pursuant to these warrant
exercises, converted into 100,196,780 shares of Class B common stock. As a
result, we will no longer have a change in fair value of redeemable convertible
preferred stock warrant liability.

Provision for Income Taxes

Provision for income taxes primarily relates to U.S. state income taxes where we conduct business.


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                             Results of Operations

The following tables set forth our results of operations for the periods
presented.

                                                   Three Months Ended                     Six Months Ended
                                                        June 30,                              June 30,
                                                2022                2021               2022               2021
                                                                        (in thousands)
Revenue:
Platform                                    $   44,538          $  34,526          $  86,004          $  69,449
Professional services and other                  1,063              1,370              2,353              2,570
Total revenue                                   45,601             35,896             88,357             72,019
Cost of revenue:
Platform (2)                                    12,749              6,180             23,773             11,787
Professional services and other (2)              1,419              1,183              3,197              2,426
Total cost of revenue                           14,168              7,363             26,970             14,213
Gross Profit                                    31,433             28,533             61,387             57,806
Operating expenses:
Research and development (2)                    17,233             13,931             34,058             28,387
General and administrative (2) (1)              17,235             13,310             35,196             31,764
Sales and marketing (2)                          8,897              3,701             16,967              7,537
Total operating expenses                        43,365             30,942             86,221             67,688
Loss from operations                           (11,932)            (2,409)           (24,834)            (9,882)

Other income (expenses), net:

Interest income                                    533                  -                585                  -
Interest expense                                   (46)                 -                (46)                 -
Other income (expense)                               7                 10                 13                 (8)
Change in fair value of warrant liability            -                  -                  -            (18,930)
Total other income (expenses), net                 494                 10                552            (18,938)
Loss before income taxes                       (11,438)            (2,399)           (24,282)           (28,820)
Provision (benefit) for income taxes               235                 38             (1,100)                74
Net loss                                       (11,673)            (2,437)           (23,182)           (28,894)
Accretion of redeemable convertible
preferred stock to redemption value                  -                  -                  -                (14)

Net loss attributable to Class A and Class
B common stockholders                       $  (11,673)         $  (2,437)         $ (23,182)         $ (28,908)

(1) Includes charitable donation expense of $5.1 million for the six months ended June 30, 2021.

(2) Includes stock-based compensation expense as follows (in thousands):



                                                   Three Months Ended                      Six Months Ended
                                                        June 30,                               June 30,
                                                 2022                2021               2022               2021
Cost of revenue - platform                  $     1,432          $     744          $   2,902          $   1,180
Cost of revenue - professional services and
other                                               188                131                398                246
Research and development                          3,413              2,500              6,811              5,952
General and administrative                        5,087              4,237             10,125              8,095
Sales and marketing                               1,357                536              2,949                924

Total stock-based compensation expense $ 11,477 $ 8,148

        $  23,185          $  16,397




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The following table sets forth our statements of operations data expressed as a percentage of total revenue for the periods presented:



                                                       Three Months Ended                               Six Months Ended
                                                            June 30,                                        June 30,
                                                  2022                    2021                    2022                    2021
Revenue:
Platform                                              97.7  %                 96.2  %                 97.3  %                 96.4  %
Professional services and other                        2.3                     3.8                     2.7                     3.6
Total revenue                                        100.0                   100.0                   100.0                   100.0
Cost of revenue:
Platform                                              28.0                    17.2                    26.9                    16.4
Professional services and other                        3.1                     3.3                     3.6                     3.4
Total cost of revenue                                 31.1                    20.5                    30.5                    19.7
Gross Profit                                          68.9                    79.5                    69.5                    80.3
Operating expenses:
Research and development                              37.8                    38.8                    38.5                    39.4
General and administrative                            37.8                    37.1                    39.8                    44.1
Sales and marketing                                   19.5                    10.3                    19.2                    10.5
Total operating expenses                              95.1                    86.2                    97.6                    94.0
Loss from operations                                 (26.2)                   (6.7)                  (28.1)                  (13.7)
Other income (expenses), net:
Interest income                                        1.2                     0.0                     0.7                     0.0
Interest expense                                      (0.1)                    0.0                    (0.1)                    0.0
Other income (expense)                                 0.0                     0.0                     0.0                     0.0
Change in fair value of warrant liability              0.0                     0.0                     0.0                   (26.3)
Total other income (expenses), net                     1.1                     0.0                     0.6                   (26.3)
Loss before income taxes                             (25.1)                   (6.7)                  (27.5)                  (40.0)
Provision (benefit) for income taxes                   0.5                     0.1                    (1.2)                    0.1
Net loss and comprehensive loss                      (25.6)                   (6.8)                  (26.2)                  (40.1)
Accretion of redeemable convertible
preferred stock to redemption value                    0.0                     0.0                     0.0                     0.0

Net loss attributable to Class A and Class
B common stockholders                                (25.6) %                 (6.8) %                (26.2) %                (40.1) %



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Comparison of the Three Months Ended June 30, 2022 and 2021



Revenue

                                             Three Months Ended
                                                  June 30,                           Change
                                             2022                 2021           $             %
                                                   (in thousands, except percentages)
Revenue:
Platform                            $       44,538             $ 34,526      $ 10,012        29.0  %
Professional services and other              1,063                1,370          (307)      (22.4)
Total Revenue                       $       45,601             $ 35,896      $  9,705        27.0  %


Platform

Total platform revenue increased $10.0 million, or 29.0%, to $44.5 million for
the three months ended June 30, 2022 from $34.5 million for the three months
ended June 30, 2021. This increase was primarily the result of an increase in
new active locations coming onto the platform, an increase in module adoption
within our existing customer base, and increased transaction volumes. Active
locations increased to approximately 82,000 as of June 30, 2022 from
approximately 74,000 as of June 30, 2021, and ARPU increased to approximately
$544 for the three months ended June 30, 2022 from approximately $486 for the
three months ended June 30, 2021. For the three months ended June 30, 2022 and
2021, 51.6% and 47.2% of our platform revenue was subscription revenue,
respectively, and 48.4% and 52.8% was transaction revenue, respectively.

Professional Services and Other



Total professional services and other revenue decreased $0.3 million, or 22.4%,
to $1.1 million for the three months ended June 30, 2022 from $1.4 million for
the three months ended June 30, 2021, primarily due to due to labor shortages
affecting our restaurant customers at both the operator and brand levels,
elongating the sales cycle and delaying the start of deployments. While we
generally expect professional services and other to increase primarily as a
result of continued deployment of additional active locations, we also expect
this increase to be offset as our deployment teams become more efficient and
shorten deployment periods.

Cost of Revenue, Gross Profit, and Gross Margin



                                              Three Months Ended
                                                   June 30,                            Change
                                          2022                     2021            $            %
                                                   (in thousands, except percentages)
Cost of revenues:
Platform                            $     12,749                $  6,180       $ 6,569       106.3  %
Professional services and other            1,419                   1,183           236        19.9
Total cost of revenue               $     14,168                $  7,363       $ 6,805        92.4  %
Percentage of revenue:
Platform                                    28.0   %                17.2  %
Professional services and other              3.1                     3.3
Total cost of revenue                       31.1   %                20.5  %
Gross Profit                        $     31,433                $ 28,533       $ 2,900        10.2  %
Gross Margin                                68.9   %                79.5  %


Platform

Total platform cost of revenue increased $6.6 million, or 106.3%, to $12.7
million for the three months ended June 30, 2022 from $6.2 million for the three
months ended June 30, 2021. This increase was primarily the result of higher
compensation costs associated with additional personnel to support our revenue
growth as well as higher hosting costs due to increased transaction volume and
the addition of features and modules. Also contributing to the increase were the
near-term

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impacts due to our recent acquisitions of Wisely in late 2021 and Omnivore, Inc.
in the first quarter of 2022, the intangible amortization costs related to these
acquisitions, and the processing costs associated with Olo Pay.

Professional Services and Other



Total professional services and other cost of revenue increased $0.2 million, or
19.9%, to $1.4 million for the three months ended June 30, 2022 from $1.2
million for the three months ended June 30, 2021. This increase was primarily
the result of increased compensation costs to support the previously-mentioned
growth in new active locations.

Gross Profit



Gross margin decreased to 68.9% for the three months ended June 30, 2022 from
79.5% for the three months ended June 30, 2021. The decrease in gross profit
margin was driven by higher platform and professional services and other
compensation costs to support growth in transactions, the increase in new active
locations coming onto the platform, and the addition of features and modules, as
well as by the near-term impacts due to our recent Wisely and Omnivore
acquisitions, and the processing costs associated with Olo Pay.

Operating Expenses

Research and Development
                                        Three Months Ended
                                             June 30,                            Change
                                    2022                     2021            $            %
                                             (in thousands, except percentages)
Research and development      $     17,233                $ 13,931       $ 3,302        23.7  %
Percentage of total revenue           37.8   %                38.8  %


Research and development expense increased $3.3 million, or 23.7%, to $17.2
million for the three months ended June 30, 2022 from $13.9 million for the
three months ended June 30, 2021. This increase was primarily the result of
higher compensation costs associated with additional personnel and an increase
in the use of software tools to support further investments in our platform
development and continued product innovation. As a percentage of total revenue,
research and development expenses decreased to 37.8% for the three months ended
June 30, 2022 from 38.8% for the three months ended June 30, 2021.

General and Administrative


                                        Three Months Ended
                                             June 30,                            Change
                                    2022                     2021            $            %
                                             (in thousands, except percentages)
General and administrative    $     17,235                $ 13,310       $ 3,925        29.5  %
Percentage of total revenue           37.8   %                37.1  %


General and administrative expense increased $3.9 million, or 29.5%, to $17.2
million for the three months ended June 30, 2022 from $13.3 million for the
three months ended June 30, 2021. This increase was primarily a result of higher
compensation costs due to increased headcount to support the growth and stage of
the organization, as well as severance costs related to the departure of our
Chief Customer Officer. As a percentage of total revenue, general and
administrative expenses increased to 37.8% for the three months ended June 30,
2022 from 37.1% for the three months ended June 30, 2021.



                                       35
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Sales and Marketing
                                        Three Months Ended
                                             June 30,                            Change
                                    2022                      2021           $            %
                                             (in thousands, except percentages)
Sales and marketing           $       8,897                $ 3,701       $ 5,196       140.4  %
Percentage of total revenue            19.5   %               10.3  %


Sales and marketing expense increased $5.2 million, or 140.4%, to $8.9 million
for the three months ended June 30, 2022 from $3.7 million for the three months
ended June 30, 2021. This increase was primarily the result of additional
compensation costs, inclusive of commission costs, due to increases in
headcount, as well as costs associated with our in-person user conference,
Beyond4, which we held in the second quarter of 2022 for the first time in two
years, and intangible amortization costs related to our recent acquisitions. As
a percentage of total revenue, sales and marketing expense increased to 19.5%
for the three months ended June 30, 2022 from 10.3% for the three months ended
June 30, 2021.

Other Income (Expenses), net



                                              Three Months Ended
                                                   June 30,                           Change
                                           2022                     2021         $            %
                                                   (in thousands, except percentages)
Other income (expenses), net:
Interest income                      $        533                  $  -       $ 533             -
Percentage of total revenue                   1.2    %                -  %
Interest expense                     $        (46)                 $  -       $ (46)            -
Percentage of total revenue                  (0.1)   %                -  %
Other income (expense)               $          7                  $ 10       $  (3)        (30.0) %
Percentage of total revenue                     -    %                -  %
Total other income (expenses), net   $        494                  $ 10       $ 484       4,840.0  %
Percentage of total revenue                   1.1    %                -  %


Other income for the three months ended June 30, 2022 was primarily driven by income earned on our investments and money-market funds.



Provision for Income Taxes
                                       Three Months Ended
                                            June 30,                          Change
                                    2022                     2021         $           %
                                           (in thousands, except percentages)
Provision for income taxes    $        235                  $ 38       $ 197       518.4  %
Percentage of total revenue            0.5    %              0.1  %


Provision for income taxes for the three months ended June 30, 2022 primarily
consist of state income taxes. We maintain a full valuation allowance on our net
federal and state deferred tax assets as we have concluded that it is more
likely than not that the deferred tax assets will not be realized.

                                       36
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Comparison of the Six Months Ended June 30, 2022 and 2021



Revenue

                                              Six Months Ended
                                                  June 30,                           Change
                                             2022                 2021           $             %
                                                   (in thousands, except percentages)
Revenue:
Platform                            $     86,004               $ 69,449      $ 16,555        23.8  %
Professional services and other            2,353                  2,570          (217)       (8.4)
Total Revenue                       $     88,357               $ 72,019      $ 16,338        22.7  %


Platform

Total platform revenue increased $16.6 million, or 23.8%, to $86.0 million for
the six months ended June 30, 2022 from $69.4 million for the six months ended
June 30, 2021. This increase was primarily the result of an increase in new
active locations coming onto the platform, an increase in module adoption within
our existing customer base, and increased transaction volumes. Active locations
increased to approximately 82,000 as of June 30, 2022 from approximately 74,000
as of June 30, 2021, and ARPU increased to approximately $1,072 for the six
months ended June 30, 2022 from approximately $1,008 for the six months ended
June 30, 2021. For the six months ended June 30, 2022 and 2021, 50.9% and 44.4%
of our platform revenue was subscription revenue, respectively, and 49.1% and
55.6% was transaction revenue, respectively.

Professional Services and Other



Total professional services and other revenue decreased $0.2 million, or 8.4%,
to $2.4 million for the six months ended June 30, 2022 from $2.6 million for the
six months ended June 30, 2021, primarily due to labor shortages affecting our
restaurant customers at both the operator and brand levels, elongating the sales
cycle and delaying the start of deployments. While we generally expect
professional services and other to increase primarily as a result of continued
deployment of additional active locations, we also expect this increase to be
offset as our deployment teams become more efficient and shorten deployment
periods.

Cost of Revenue, Gross Profit, and Gross Margin



                                              Six Months Ended
                                                  June 30,                           Change
                                         2022                    2021            $             %
                                                   (in thousands, except percentages)
Cost of revenues:
Platform                            $    23,773               $ 11,787       $ 11,986       101.7  %
Professional services and other           3,197                  2,426            771        31.8
Total cost of revenue               $    26,970               $ 14,213       $ 12,757        89.8  %
Percentage of revenue:
Platform                                   26.9   %               16.4  %
Professional services and other             3.6                    3.4
Total cost of revenue                      30.5   %               19.7  %
Gross Profit                        $    61,387               $ 57,806       $  3,581         6.2  %
Gross Margin                               69.5   %               80.3  %


Platform

Total platform cost of revenue increased $12.0 million, or 101.7%, to $23.8
million for the six months ended June 30, 2022 from $11.8 million for the six
months ended June 30, 2021. This increase was primarily the result of higher
compensation costs associated with additional personnel to support the revenue
growth mentioned previously as well as higher hosting costs due to increased
transaction volume and the addition of features and modules. Also contributing
to the increase were the near-

                                       37
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term impacts due to our recent Wisely and Omnivore acquisitions, the intangible amortization costs related to these acquisitions, and the processing costs associated with Olo Pay.

Professional Services and Other



Total professional services and other cost of revenue increased $0.8 million, or
31.8%, to $3.2 million for the six months ended June 30, 2022 from $2.4 million
for the six months ended June 30, 2021. This increase was primarily the result
of increased compensation costs to support the previously-mentioned growth in
new active locations.

Gross Profit

Gross margin decreased to 69.5% for the six months ended June 30, 2022 from
80.3% for the six months ended June 30, 2021. The decrease in gross profit
margin was driven by higher platform and professional services and other
compensation costs to support growth in transactions, the increase in new active
locations coming onto the platform, and the addition of features and modules, as
well as by the near-term impacts due to our recent Wisely and Omnivore
acquisitions and the processing costs associated with Olo Pay.

Operating Expenses

Research and Development
                                         Six Months Ended
                                             June 30,                            Change
                                    2022                     2021            $            %
                                             (in thousands, except percentages)
Research and development      $     34,058                $ 28,387       $ 5,671        20.0  %
Percentage of total revenue           38.5   %                39.4  %


Research and development expense increased $5.7 million, or 20.0%, to $34.1
million for the six months ended June 30, 2022 from $28.4 million for the six
months ended June 30, 2021. This increase was primarily the result of higher
compensation costs associated with additional personnel and an increase in the
use of software tools to support further investments in our platform development
and continued product innovation. As a percentage of total revenue, research and
development expenses decreased to 38.5% for the six months ended June 30, 2022
from 39.4% for the six months ended June 30, 2021.

General and Administrative
                                         Six Months Ended
                                             June 30,                            Change
                                    2022                     2021            $            %
                                             (in thousands, except percentages)
General and administrative    $     35,196                $ 31,764       $ 3,432        10.8  %
Percentage of total revenue           39.8   %                44.1  %


General and administrative expense increased $3.4 million, or 10.8%, to $35.2
million for the six months ended June 30, 2022 from $31.8 million for the six
months ended June 30, 2021. This increase was primarily a result of higher
compensation costs due to increased headcount to support the growth and stage of
the organization, as well as severance costs related to the departure of our
Chief Customer Officer and increased insurance costs and professional fees
incurred as a result of us being a public company. These increases were
partially offset by the absence in the six months ended June 30, 2022 of the
following costs incurred during the six months ended June 30, 2021: (i) IPO
related bonus awards, vesting and settlement of stock appreciation rights, or
SARs, award as a result of the IPO; and (ii) a $5.1 million non-cash charge
related to the donation of 172,918 shares of our Class A common stock to an
independent donor-advised fund sponsor, Tides Foundation. As a percentage of
total revenue, general and administrative expenses decreased to 39.8% for the
six months ended June 30, 2022 from 44.1% for the six months ended June 30,
2021.

We did not donate any shares during the six months ended June 30, 2022 to the
Olo for Good Fund at Tides Foundation, but we expect to donate additional shares
in the future in conjunction with our Olo for Good initiative.

                                       38
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Sales and Marketing
                                         Six Months Ended
                                             June 30,                            Change
                                    2022                      2021           $            %
                                             (in thousands, except percentages)
Sales and marketing           $     16,967                 $ 7,537       $ 9,430       125.1  %
Percentage of total revenue           19.2   %                10.5  %


Sales and marketing expense increased $9.4 million, or 125.1%, to $17.0 million
for the six months ended June 30, 2022 from $7.5 million for the six months
ended June 30, 2021. This increase was primarily the result of additional
compensation costs, inclusive of commission costs, due to increases in
headcount, as well as costs associated with our in-person user conference,
Beyond4, which we held in the second quarter of 2022 for the first time in two
years, and intangible amortization costs related to our recent acquisitions.
This increase was partially offset by decreased marketing spend associated with
our IPO-related costs for the six months ended June 30, 2021. As a percentage of
total revenue, sales and marketing expense increased to 19.2% for the six months
ended June 30, 2022 from 10.5% for the six months ended June 30, 2021.

Other Income (Expenses), net

                                                   Six Months Ended
                                                       June 30,                                  Change
                                                2022                2021                $                    %
                                                               (in thousands, except percentages)
Other income (expenses), net:
Interest income                            $      585           $       -          $     585                     -
Percentage of total revenue                       0.7   %               -  %
Interest expense                           $      (46)          $       -          $     (46)                    -
Percentage of total revenue                      (0.1)  %               -  %
Other income (expense)                     $       13           $      (8)         $      21                (262.5) %
Percentage of total revenue                         -   %               -  %
Change in fair value of warrant liability  $        -           $ (18,930)         $  18,930                (100.0) %
Percentage of total revenue                         -   %           (26.3) %
Total other income (expenses), net         $      552           $ (18,938)         $  19,490                (102.9) %
Percentage of total revenue                       0.6   %           (26.3) %

Other income for the six months ended June 30, 2022 was primarily driven by income earned on our investments and money-market funds.



The increase of $18.9 million in the fair value of warrant liability for the six
months ended June 30, 2021 was the result of an increase in value of our
redeemable convertible preferred stock warrant liability, which is directly
related to an increase in the value of our stock underlying the warrants during
the first quarter of 2021. Prior to our IPO, all outstanding warrants were
exercised to purchase shares of our outstanding redeemable convertible preferred
stock and converted into redeemable convertible preferred stock. Upon completion
of the IPO, all shares of our outstanding redeemable convertible preferred
stock, inclusive of the shares issued pursuant to these warrant exercises,
converted into shares of Class B common stock.

(Benefit) Provision for Income Taxes


                                                    Six Months Ended
                                                        June 30,                                    Change
                                                 2022                  2021                $                    %
                                                                (in thousands, except percentages)
(Benefit) provision for income taxes      $       (1,100)          $      74          $  (1,174)              (1586.5) %
Percentage of total revenue                         (1.2)  %             0.1  %


The income tax benefit for the six months ended June 30, 2022 was driven
primarily by the release of a portion of our valuation allowance for deferred
tax assets following the recording of a deferred income tax liability as part of
our accounting for the acquisition of Omnivore and adjustments to the full
valuation allowance on our deferred tax assets, partially offset by

                                       39
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state taxes. We maintain a full valuation allowance on our net federal and state
deferred tax assets as we have concluded that it is more likely than not that
the deferred tax assets will not be realized.

Liquidity and Capital Resources

General



As of June 30, 2022, our principal sources of liquidity were cash and cash
equivalents and short-term and long-term investments in marketable securities
totaling $464.7 million, which was held for working capital purposes, as well as
the available balance of our revolving line of credit, described further below.

We have financed our operations primarily through sales of our equity securities, payments received from customers, and borrowings under our credit facility.



On March 19, 2021, we completed our IPO, in which we issued and sold 20,700,000
shares of our Class A common stock at the public offering price of $25.00 per
share. We received net proceeds of approximately $485.5 million after deducting
underwriting discounts and commissions.

We believe our existing cash and cash equivalents, marketable securities, and
amounts available under our outstanding credit facility will be sufficient to
support our working capital and capital expenditure requirements for at least
the next twelve months. Our future capital requirements will depend on many
factors, including, but not limited to, our obligation to repay any balance
under our credit facility if we were to borrow against the facility in the
future, our platform revenue growth rate, receivable and payable cycles, and the
timing and extent of investments in research and development, sales and
marketing, and general and administrative expenses.

Credit Facility

On June 10, 2022, we entered into the Second Amended and Restated Loan and Security Agreement with Pacific Western Bank related to a revolving credit and term loan facility, or the Second Amended and Restated LSA.



The Second Amended and Restated LSA amended and restated the Amended and
Restated Loan and Security Agreement, dated February 11, 2020, as amended, or
the Prior LSA, to, among other things, increase our available aggregate
borrowing limit to $70.0 million and to provide the ability to request Pacific
Western Bank to enter into commitments to increase the credit extensions
available to us under the Second Amended and Restated LSA to up to
$125.0 million, or the Accordion Facility.

Borrowings under the Second Amended and Restated LSA accrue interest at a
variable annual rate equal to (i) in the case of Formula Advances (as defined in
the Second Amended and Restated LSA), the greater of the variable rate of
interest, per annum, most recently announced by Pacific Western Bank, or the
Prime Rate. or 3.25% or (ii) in the case of Term Loans (as defined in the Second
Amended and Restated LSA), the greater of the Prime Rate plus 0.25% or 3.50%.
The Second Amended and Restated LSA provides for a success fee payable upon an
acquisition of Olo or termination of the Second Amended and Restated LSA, or a
Success Fee Trigger, in an amount equal to: (i) $800,000, if the Success Fee
Trigger occurs prior to June 10, 2023; (ii) $600,000, if the Success Fee Trigger
occurs on or after June 10, 2023 and prior to June 10, 2024; (iii) $400,000, if
the Success Fee Trigger occurs on or after June 10, 2024 and prior to June 10,
2025; (iv) $200,000, if the Success Fee Trigger occurs on or after June 10, 2025
and prior to June 10, 2026; and (v) $0, if the Success Fee Trigger occurs on or
after June 10, 2026. We also required to pay a fee of 1.0% of the difference
between (i) the highest outstanding principal balance during the term of the
Second Amended and Restated LSA and (ii) $3.5 million if a Liquidity Event (as
defined in the Second Amended and Restated LSA) occurs during the term and or
within 24 months after the termination of the Second Amended and Restated LSA.
Our obligations under the Second Amended and Restated LSA are secured by
substantially all of our assets, including certain securities owned by us in any
subsidiary.

The Second Amended and Restated LSA includes a financial covenant requiring
compliance with certain minimum revenue amounts. In addition, the Second Amended
and Restated LSA contains representations and warranties generally consistent
with the Prior LSA, as well as certain non-financial covenants, including, but
not limited to, limitations on our ability to incur additional indebtedness or
liens, pay dividends, or make certain investments. We were in compliance with
these covenants as of June 30, 2022.

                                       40
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The Second Amended and Restated LSA also contains events of default that
include, among other things, non-payment defaults, covenant defaults, insolvency
defaults, cross-defaults to other indebtedness and material obligations,
judgment defaults, inaccuracy of representations and warranties, and a material
adverse change. Any default that is not cured or waived could result in Pacific
Western Bank exercising its rights and remedies under the Second Amended and
Restated LSA, including, but not limited to, the acceleration of the obligations
under the Second Amended and Restated LSA and related documentation, and would
permit Pacific Western Bank to exercise remedies with respect to all of the
collateral that secured such obligations.

Pacific Western Bank has the right to terminate its obligation to make further
advances to us immediately and without notice upon the occurrence and during the
continuance of an event of default. Upon our request, Pacific Western Bank will
provide us a payoff letter providing for, among other things, repayment of our
obligations then outstanding, including the success fee, and for termination of
Pacific Western Bank's obligations to make additional credit extensions and
termination of the liens under the Second Amended and Restated LSA.

As of June 30, 2022, we had $43.6 million of commitments available under the
Second Amended and Restated LSA, after consideration of $25.0 million in our
letter of credit to DoorDash and $1.4 million in our letter of credit on the
lease of our headquarters. As of June 30, 2022, we had no outstanding borrowings
under the line of credit, and no amounts have been drawn against any of our
letters of credit.

Cash Flows

The following table summarizes our cash flows for the periods presented:


                                                           Six Months Ended
                                                               June 30,
                                                          2022           2021
                                                            (in thousands)

Net cash (used in) provided by operating activities $ (870) $ 15,471 Net cash used in investing activities

$ (132,930)     $    

(660)


Net cash provided by financing activities             $    6,025      $ 484,669


Operating Activities

For the six months ended June 30, 2022, net cash used in operating activities
was $0.9 million, primarily due to net loss of $23.2 million adjusted for
non-cash charges of $26.3 million and a net decrease attributable to our
operating assets and liabilities of $4.0 million. The non-cash adjustments
primarily relate to stock-based compensation charges of $23.2 million and
depreciation and amortization expense of $2.6 million. The net decrease
attributable to our operating assets and liabilities was primarily driven by an
increase in prepaid expenses of $2.0 million, primarily attributable to
increased prepayments for software licensing fees, and a decrease in operating
lease liabilities of $1.2 million due to payments on our leases.

For the six months ended June 30, 2021, net cash provided by operating
activities was $15.5 million, primarily due to a net loss of $28.9 million
adjusted for non-cash charges of $41.2 million and a net increase in our
operating assets and liabilities of $3.0 million. The non-cash adjustments
primarily related to the change in the fair value of redeemable convertible
preferred stock warrants of $18.9 million, stock-based charges of $16.4 million,
inclusive of vesting of SARs of $2.8 million, and a charge related to a
charitable donor-advised fund of $5.1 million in connection with the IPO. The
net increase in operating assets and liabilities was primarily driven by a net
increase in accrued expenses and accounts payable of $2.5 million related
primarily to higher fees owed to delivery service providers and vendors as well
as employee compensation accruals and a decrease in accounts receivable of $5.7
million due to improved collections. This increase was offset by an increase in
prepaid expenses of $4.8 million primarily due to insurance payments, and
increases in contract assets and deferred contract costs of $0.9 million
primarily due to the growth of our revenue.

Investing Activities



Cash used in investing activities was $132.9 million during the six months ended
June 30, 2022, primarily due to $78.1 million of net cash paid for investments,
$49.3 million to acquire Omnivore, and $5.5 million for the development of
internal-use software and purchases of computer and office equipment to support
further product development and to expand our employee base to support our
operations.

                                       41

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Cash used in investing activities was $0.7 million during the six months ended
June 30, 2021, primarily due to the development of internal-use software and
purchases of computer and office equipment to support further product
development and to expand our employee base to support our operations.

Financing Activities



Cash provided by financing activities was $6.0 million during the six months
ended June 30, 2022, primarily driven by net proceeds from the exercise of stock
options and purchases under our employee stock purchase plan.

Cash provided by financing activities was $484.7 million during the six months
ended June 30, 2021, reflecting $485.5 million of net proceeds from the issuance
of Class A common stock in our IPO (net of underwriters' discounts and
commissions), $3.0 million of net proceeds from the exercise of stock options,
and $0.4 million of net proceeds from the exercise of warrants. Increases were
partially offset by payment of deferred offering costs of $4.1 million during
the six months ended June 30, 2021.

Certain Non-GAAP Financial Measures



We report our financial results in accordance with generally accepted accounting
principles in the United States, or GAAP. To supplement our financial
statements, we provide investors with non-GAAP operating income (loss) and free
cash flow, each of which is a non-GAAP financial measure, and certain key
performance indicators, including GMV, active
locations, NRR, and ARPU.

We use these non-GAAP financial measures and key performance indicators, in
conjunction with financial measures prepared in accordance with GAAP for
planning purposes, including in the preparation of our annual operating budget,
as a measure of our core operating results and the effectiveness of our business
strategy, and in evaluating our financial performance. These measures provide
consistency and comparability with past financial performance as measured by
such non-GAAP figures, facilitate period-to-period comparisons of core operating
results, and assist shareholders in better evaluating us by presenting
period-over-period operating results without the effect of certain charges or
benefits that may not be consistent or comparable across periods.

We adjust our GAAP financial measures for the following items to calculate
non-GAAP operating income (loss): stock-based compensation expense (non-cash
expense calculated by companies using a variety of valuation methodologies and
subjective assumptions) and related payroll tax expense, equity expense related
to charitable contributions (non-cash expense), intangible and internal-use
software amortization (non-cash expense), other non-cash charges, severance
related to the departure of our Chief Customer Officer, and transaction costs
incurred within one year of the related acquisition. Management believes that it
is useful to exclude certain non-cash charges and non-core operational charges
from non-GAAP operating income (loss) because: (1) the amount of such expenses
in any specific period may not directly correlate to the underlying performance
of our business operations; and (2) such expenses can vary significantly between
periods. Effective as of the first quarter fiscal 2022, payroll tax expenses
related to equity compensation awards were added to our calculation of non-GAAP
operating income. We have historically excluded stock-based compensation expense
from non-GAAP operating income, and management believes that excluding the
related payroll tax expense is important and consistent, as such payroll tax
expenses are directly impacted by unpredictable fluctuations in our stock price.
Prior period amounts have been revised to conform with the current year
presentation.

Free cash flow represents net cash provided by operating activities, reduced by
purchases of property and equipment and capitalization of internal-use software.
Free cash flow is a measure used by management to understand and evaluate our
liquidity and to generate future operating plans. Free cash flow excludes items
that we do not consider to be indicative of our liquidity. The reduction of
capital expenditures facilitates comparisons of our liquidity on a
period-to-period basis. We believe providing free cash flow provides useful
information to investors and others in understanding and evaluating the strength
of our liquidity and future ability to generate cash that can be used for
strategic opportunities or investing in our business from the perspective of our
management and Board of Directors.

Our use of non-GAAP financial measures and key performance indicators has
limitations as an analytical tool, and these measures should not be considered
in isolation or as a substitute for analysis of financial results as reported
under GAAP. Because our non-GAAP financial measures and key performance
indicators are not calculated in accordance with GAAP, they may not necessarily
be comparable to similarly titled measures employed by other companies.

                                       42

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Non-GAAP Operating Income (Loss)

The following table presents a reconciliation of GAAP operating loss to non-GAAP operating income (loss) for the following periods:



                                                  Three Months Ended                     Six Months Ended
                                                       June 30,                              June 30,
                                                2022               2021               2022               2021

                                                             (in thousands, except percentages)
Operating Income (loss) reconciliation:
Operating loss, GAAP                        $ (11,932)         $  (2,409)         $ (24,834)         $  (9,882)
Plus: Stock-based compensation expense and
related payroll tax expense (1)                11,640              8,769             23,718             17,018
Plus: Charitable donation of Class A common
stock                                               -                  -                  -              5,125
Plus: Impairment of internal-use software           -                  -                475                  -
Plus: Amortization                              1,365                138              2,325                275
Plus: Severance costs (2)                         555                  -                555                  -
Plus: Transaction costs                           351                  -              1,486                  -
Operating income, non-GAAP                  $   1,979          $   6,498          $   3,725          $  12,536
Percentage of revenue:
Operating margin, GAAP                            (26) %              (7) %             (28) %             (14) %
Operating margin, non-GAAP                          4  %              18  %               4  %              17  %




(1) For 2022, payroll tax expenses related to equity compensation awards were
added to our calculation of non-GAAP operating income. We have historically
excluded stock-based compensation expense from non-GAAP operating income, and
management believes that excluding the related payroll tax expense is important
and consistent, as such payroll tax expenses are directly impacted by
unpredictable fluctuations in our stock price. Prior period amounts have been
revised to conform with the current year presentation.

(2) Includes costs related to the departure of our Chief Customer Officer.

Non-GAAP Free Cash Flow

The following table presents a reconciliation of free cash flow to net cash provided by operating activities, the most directly comparable GAAP measure, for each of the periods indicated:



                                                   Three Months Ended                     Six Months Ended
                                                        June 30,                              June 30,
                                                2022                2021               2022               2021
                                                                        (in

thousands)


Net cash provided by (used in) operating
activities                                  $       19          $  11,262          $    (870)         $  15,471
Purchase of property and equipment                (333)              (165)              (409)              (271)
Capitalization of internal-use software         (2,663)              (317)            (5,125)              (389)
Non-GAAP free cash flow                     $   (2,977)         $  10,780          $  (6,404)         $  14,811

Contractual Obligations and Commitments



There were no material changes in our contractual obligation and commitments
during the six months ended June 30, 2022 from the contractual obligations and
commitments disclosed in our Annual Report on Form 10-K filed with the SEC on
February 25, 2022. See "Note 11-Leases" and "Note 16-Commitments and
Contingencies" of the notes to our condensed consolidated financial statements
included in Part I, Item 1 of this Quarterly Report on Form 10-Q for additional
information regarding contractual obligations and commitments.

Critical Accounting Policies and Estimates

Our management's discussion and analysis of financial condition and results of operations are based upon our condensed consolidated financial statements included elsewhere in this Quarterly Report on Form 10-Q. The preparation of our


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condensed consolidated financial statements in accordance with GAAP requires us
to make estimates and assumptions that affect the reported amounts of assets,
liabilities, equity, revenue, expenses, and related disclosures. We base our
estimates on past experience and other assumptions that we believe are
reasonable under the circumstances, and we evaluate these estimates on an
ongoing basis. Actual results may differ from those estimates.

There have been no material changes to our critical accounting policies and
estimates during the six months ended June 30, 2022, as compared to those
disclosed under the heading "Management's Discussion and Analysis of Financial
Condition and Results of Operations-Critical Accounting Policies" in our Annual
Report on Form 10-K filed with the SEC on February 25, 2022.

Recent Accounting Pronouncements

See "Note 2-Significant Accounting Policies" to our condensed consolidated financial statements included in Part I, Item 1 of this Quarterly Report on Form 10-Q for all recently issued standards impacting our condensed consolidated financial statements.

JOBS Act Accounting Election



We currently qualify as an "emerging growth company" pursuant to the provisions
of the JOBS Act. For as long as we are an "emerging growth company," we may take
advantage of certain exemptions from various reporting requirements that are
applicable to other public companies that are not "emerging growth companies,"
including, but not limited to, not being required to comply with the auditor
attestation requirements of Section 404(b), or Section 404, of the
Sarbanes-Oxley Act of 2002, or Sarbanes-Oxley Act, reduced disclosure
obligations regarding executive compensation in our periodic reports and proxy
statements, exemptions from the requirements of holding advisory "say-on-pay"
votes on executive compensation and stockholder advisory votes on golden
parachute compensation.

The JOBS Act also permits an emerging growth company like us to take advantage
of an extended transition period to comply with new or revised accounting
standards applicable to public companies. We have elected to "opt-in" to this
extended transition period for complying with new or revised accounting
standards and, therefore, we will not be subject to the same new or revised
accounting standards as other public companies that comply with such new or
revised accounting standards on a non-delayed basis. As a result, our financial
statements may not be comparable to financial statements of issuers that are
required to comply with the effective dates for new or revised accounting
standards based on public company effective dates.

However, as of the last business day of our second fiscal quarter of 2022, the
market value of our Class A common stock that was held by non-affiliates
exceeded $700 million, and as a result, we will no longer qualify as an emerging
growth company as of the end of the current fiscal year ending December 31,
2022, and we will be subject to certain requirements that apply to other public
companies but did not previously apply to us due to our status as an emerging
growth company, including the provisions of Section 404, which require that our
independent registered public accounting firm provide an attestation report on
the effectiveness of our internal control over financial reporting. In addition,
we will no longer be able to take advantage of the extended transition period as
of the end of the current fiscal year ending December 31, 2022, and we will be
required to adopt new or revised accounting standards when they are applicable
to public companies that are not emerging growth companies.

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