The following discussion of our financial condition and results of operations
should be read together with our condensed financial statements and related
notes thereto included elsewhere in this Quarterly Report on Form 10-Q and our
audited financial statements and related notes and our Annual Report on Form
10-K filed with the Securities and Exchange Commission on March 1, 2021. The
following discussion contains forward-looking statements that reflect our plans,
estimates and beliefs. See the discussion under "Note Regarding Forward-Looking
Statements" elsewhere in this Quarterly Report on Form 10-Q for more
information. Our actual results could differ materially from those discussed in
the forward-looking statements. Factors that could cause or contribute to these
differences include those discussed below and particularly in the section titled
"Risk Factors" and elsewhere in this Quarterly Report on Form 10-Q. Our
historical results are not necessarily indicative of the results that may be
expected for any period in the future, and our interim results are not
necessarily indicative of the results we expect for the full calendar year or
any other period.
Overview
We are the world's largest online marketplace for authenticated, consigned
luxury goods. We are revolutionizing luxury resale by providing an end-to-end
service that unlocks supply from consignors and creates a trusted, curated
online marketplace for buyers globally. Since our inception in 2011, we have
cultivated a loyal and engaged consignor and buyer base through continuous
investment in our technology platform, logistics infrastructure and people. We
offer a wide selection of authenticated, primarily pre-owned luxury goods on our
online marketplace bearing the brands of thousands of luxury and premium
designers. We offer products across multiple categories including women's,
men's, kids', jewelry and watches, and home and art. We have built a vibrant
online marketplace that we believe expands the overall luxury market, promotes
the recirculation of luxury goods and contributes to a more sustainable world.
We have transformed the luxury consignment experience by removing the friction
and pain points inherent in the traditional consignment model. For consignors,
we offer concierge in-home consultation and pickup, subject to safety
requirements related to the COVID pandemic, and meetings with consignors via
online face-to-face platforms, or Virtual Consultations. Consignors may also
drop off items at our luxury consignment offices. Our flagship
and neighborhood stores, retail stores with smaller square footage, provide an
alternative location to drop off consigned items and an opportunity to interact
with our experts. Consignors may also utilize our complimentary shipping
directly to our authentication centers. We leverage our proprietary
transactional database and market insights from approximately 21.3 million item
sales since inception to deliver optimal pricing and rapid sell-through. For
buyers, we offer highly coveted and exclusive authenticated pre-owned luxury
goods at attractive values, as well as a high-quality experience befitting the
products we offer. Our online marketplace is powered by our proprietary
technology platform, including consumer facing applications and purpose-built
software that supports our complex, single-SKU inventory management system.
The substantial majority of our revenue is generated by consignment sales. We
also generate revenue from other services and direct sales.
•Consignment and service revenue. When we sell goods through our online
marketplace or retail stores on behalf of our consignors, we retain a percentage
of the proceeds, which we refer to as our take rate. Take rates vary depending
on the total value of goods sold through our online marketplace on behalf of a
particular consignor as well as the category and price point of the items. In
the three months ended September 30, 2021 and 2020, our overall take rate on
consigned goods was 34.9% and 35.4%, respectively. The decrease in our take rate
is due to higher contribution from lower take rate products. Additionally, we
earn revenue from shipping fees and from our subscription program, First Look,
in which we offer buyers early access to the items we sell in exchange for a
monthly fee.
•Direct revenue. In certain cases, such as when we accept out of policy returns
from buyers, or when we make direct purchases from businesses and consignors, we
take ownership of goods and retain 100% of the proceeds when the goods
subsequently sell through our online marketplace or retail stores.
We generate revenue from orders processed through our website, mobile app and
retail stores located in New York City, Los Angeles, Chicago, Palo Alto, Newport
Beach, Greenwich, Dallas, Austin, Atlanta, Palm Beach, Marin County, Manhasset
and San Francisco. Our omni-channel experience enables buyers to purchase
anytime and anywhere. We have a global base of more than 24.7 million members as
of September 30, 2021. We count as a member any user who has registered an email
address on our website or downloaded our mobile app, thereby agreeing to our
terms of service.
Through September 30, 2021, we have cumulatively paid more than $2.3 billion in
commissions to our consignors. Our GMV increased by 50% to $367.9 million from
$245.4 million in the three months ended September 30, 2021 and 2020,
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respectively. Our GMV increased by 52% to $1,045.3 million from $685.7 million
in the nine months ended September 30, 2021 and 2020, respectively.
Additionally, NMV increased by 45% to $273.4 million from $189.1 million in the
three months ended September 30, 2021 and 2020 due to the magnitude of GMV
growth, partially offset by an increase in returns year over year. Our NMV
increased by 51% to $774.1 million from $513.5 million in the nine months ended
September 30, 2021 and 2020, respectively. Our total revenue increased by 53% to
$118.8 million from $77.8 million in the three months ended September 30, 2021
and 2020, respectively. Our total revenue increased by 51% to $322.6 million
from $213.1 million in the nine months ended September 30, 2021 and 2020,
respectively. In the three months ended September 30, 2021 and 2020, our gross
profit was $71.1 million and $49.5 million, respectively, representing an
increase of 44%. In the nine months ended September 30, 2021 and 2020, our gross
profit was $192.9 million and $134.2 million, respectively. See "-Impact of
COVID-19 on our Business" below.
Impact of COVID-19 on Our Business
In the year ended December 31, 2020, the COVID-19 pandemic adversely impacted
our business operations and results. Operations in the Company's fulfillment
facilitates were initially limited in accordance with shelter-in-place orders
resulting in operations below full capacity. In-person concierge consignment
appointments were temporarily suspended and our retail stores and luxury
consignment offices were temporarily closed. GMV decreased in 2020 due to the
adverse impacts of the COVID-19 pandemic on our business. During the second half
of 2020, operations capacity was no longer limited by restrictions related to
COVID-19 and all luxury consignment offices and retail stores were open.
In-person concierge consignment appointments were available as an option for our
consignor base and were augmented with virtual appointments.
In March 2021, the Company resumed in-person concierge consignment appointments.
GMV trends have improved significantly as GMV increased approximately 50% in the
three months ended September 30, 2021 compared to the same period last year and
approximately 52% in the nine months ended September 30, 2021 compared to the
same period last year.
Throughout the pandemic, our top priority has been to protect the health and
safety of our employees and our customers. We have enforced social distancing in
our authentication centers, enabled virtual consignment appointments,
implemented curbside pick-up of products from our consignors, and enabled our
corporate employees to work remotely. The impact of these actions on our
workforce are difficult to assess. However, we do not believe that these remote
work arrangements have adversely affected our ability to maintain our financial
reporting systems, internal control over financial reporting and disclosure
controls and procedures. In addition, we do not expect to encounter any
significant challenges to our ability to maintain these systems and controls.
We also do not expect the pandemic to affect the assets on our condensed balance
sheets and our ability to timely account for those assets. We evaluate our
estimates and assumptions used in preparing our financial statements on an
ongoing basis. We do not anticipate any material impairments with respect to
inventory, long-lived assets, right-of-use assets, or changes in accounting
judgments that would have a material impact on our financial statements.
Other Factors Affecting Our Performance
Other key business and marketplace factors, independent of the health and
economic impact of the COVID-19 pandemic, impact our business. To analyze our
business performance, determine financial forecasts and help develop long-term
strategic plans, we focus on the factors described below. While each of these
factors presents significant opportunity for our business, collectively, they
also pose important challenges that we must successfully address in order to
sustain our growth, improve our operating results and achieve and maintain our
profitability.
Consignor growth and retention. We grow our sales by increasing the supply of
luxury goods offered through our consignment online marketplace. We grow our
supply both by attracting new consignors and by creating lasting engagement with
existing consignors. We generate leads for new consignors principally through
our advertising activity. We convert those leads into active consignors through
the activities of our sales professionals, who are trained and incentivized to
identify and source high-quality, coveted luxury goods from consignors. Our
sales professionals form a consultative relationship with consignors and deliver
a high-quality, rapid consigning experience. Our existing relationships with
consignors allow us to unlock valuable supply across multiple categories within
the home, including women's, men's, kids', jewelry and watches, and home and
art. We leverage our proprietary transactional database and market insights
based on more than 21.3 million item sales since inception to deliver consignors
optimal pricing and rapid sell-through.
Our growth has been driven in significant part by repeat sales by existing
consignors concurrent with growth of our consignor base. The percentage of GMV
from repeat consignors in the three and nine months ended September 30, 2021 was
84% as compared to 83% for both the three and nine months ended September 30,
2020.
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Buyer growth and retention. We grow our business by attracting and retaining
buyers. We attract and retain buyers by offering highly coveted, authenticated,
pre-owned luxury goods at attractive values and delivering a high-quality,
luxury experience. We measure our success in attracting and retaining buyers by
tracking buyer satisfaction and purchasing activity over time. We have
experienced high buyer satisfaction, as evidenced by our buyer net promoter
score of 71 in 2020.
We believe there is substantial opportunity to grow our business by having
buyers also become consignors and vice versa. As of September 30, 2021, 13% of
our buyers had become consignors and 57% of our consignors had become buyers. If
we fail to continue to attract and retain our buyer base to our online
marketplace, our operating results would be adversely affected.
Scaling operations and technology. To support the future growth of our business,
we are expanding our capacity through investments in physical infrastructure,
talent and technology. In the three months ended September 30, 2021, we
principally conducted our intake, authentication, merchandising and fulfillment
operations in our four leased authentication centers located in Arizona and New
Jersey comprising an aggregate of approximately 1.4 million square feet of
space. We secured leases on more than half of this space in 2018. In October
2020, we secured a lease in Arizona for an additional authentication center and
commenced operations in June 2021. We ceased operations in our California
authentication center in July 2021 and the lease for this center expired in
August 2021. The market for real estate to support operations centers such as
ours is competitive, and we plan to continue to secure and efficiently bring
online additional capacity to support future growth. We operate flagship retail
stores in New York, Los Angeles, San Francisco, and Chicago. We operate
neighborhood stores in New York, Palo Alto, Newport Beach, Greenwich, Dallas,
Austin, and Atlanta. Additionally, we opened three neighborhood stores in Marin
County, Manhasset, and Palm Beach during the three months ended September 30,
2021. We intend to open one additional retail store in the fourth quarter of
2021. In addition to scaling our physical infrastructure, growing our single-SKU
business operations and developing our SKU-depth capabilities require that we
attract, train and retain highly-skilled personnel for purposes of
authentication, copywriting, merchandising, pricing and fulfilling orders. We
have invested substantially in technology to automate our operations and support
growth. We continue to strategically invest in technology, as innovation
positions us to scale and support growth into the future.
Seasonality. Historically, we have observed trends in seasonality of supply and
demand in our business. Specifically, our supply increases in the third and
fourth quarters, and our demand increases in the fourth quarter. As a result of
this seasonality, we typically see stronger AOV and more rapid sell-through in
the fourth quarter. We also incur higher operating expenses in the last four
months of the year as we increase advertising spend to attract consignors and
buyers and increase headcount in sales and operations to handle the higher
volumes.
Key Financial and Operating Metrics
The key operating and financial metrics that we use to assess the performance of
our business are set forth below for the three and nine months ended
September 30, 2021 and 2020.
                                                      Three Months Ended                          Nine Months Ended
                                               September 30,       September 30,                                  September 30,
                                                   2021                2020             September 30, 2021            2020

                                                                  (In thousands, except AOV and percentages)
GMV                                            $  367,925          $  245,355          $       1,045,253          $  685,732
NMV                                            $  273,417          $  189,059          $         774,088          $  513,481
Number of Orders                                      757                 550                      2,119               1,562
Take Rate                                            34.9  %             35.4  %                    34.6  %             35.9  %
Active Buyers                                         772                 617                        772                 617
AOV                                            $      486          $      446          $             494          $      439


GMV
GMV, or gross merchandise value, represents the total amount paid for goods
across our online marketplace in a given period. We do not reduce GMV to reflect
product returns or order cancellations. GMV includes amounts paid for both
consigned goods and our inventory net of platform-wide discounts and excludes
the effect of buyer incentives, shipping fees and sales tax. Platform-wide
discounts are made available to all buyers on the online marketplace, and impact
commissions paid to consignors. Buyer incentives apply to specific buyers and
consist of coupons or promotions that offer credits in connection with purchases
on our platform. We believe this is the primary measure of the scale and growth
of our online marketplace and
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the key indicator of the health of our consignor ecosystem. We monitor trends in
GMV to inform budgeting and operational decisions to support and promote growth
in our business and to monitor our success in adapting our business to meet the
needs of our consignors and buyers. While GMV is the primary driver of our
revenue, it is not a proxy for revenue or revenue growth. See Note 2 - Summary
of Significant Accounting Policies -Revenue Recognition - Consignment and
Service Revenue.
NMV
NMV, or net merchandise value, represents the value of sales from both consigned
goods and our inventory net of platform-wide discounts less product returns and
order cancellations and excludes the effect of buyer incentives, shipping fees
and sales tax. We believe NMV is a supplemental measure of the scale and growth
of our online marketplace. Like GMV, NMV is not a proxy for revenue or revenue
growth.
Number of Orders
Number of orders means the total number of orders placed across our online
marketplace and retail stores in a given period. We do not reduce number of
orders to reflect product returns or order cancellations.
Take Rate
Take rate is a key driver of our revenue and provides comparability to other
marketplaces. The numerator used to calculate our take rate is equal to net
consignment sales and the denominator is equal to the numerator plus consignor
commissions. Net consignment sales represent the value of sales from consigned
goods net of platform-wide discounts less consignor commission, product returns
and order cancellations. We exclude direct revenue from our calculation of take
rate because direct revenue represents the sale of inventory owned by us, which
costs are included in cost of direct revenue. Our take rate reflects the high
level of service that we provide to our consignors across multiple touch points
and the consistently high velocity of sales for their goods. Our take rate
structure is a tiered commission structure for consignors, where the more they
sell the higher percent commission they earn. Consignors start at a 55%
commission (which equals a 45% take rate for us) and can earn up to a 70%
commission. This tiered structure applies unless it is overridden by a
commission exception.
Commission exceptions from the tiered commission structure optimize supply and
drive take rate changes. Examples of current commission exceptions include a
flat 40% commission on all items under $145, and an 85% commission on watches
over $2,495. Management assesses changes in take rates by monitoring the volume
of GMV and take rate across each discrete commission grouping, encompassing
commission tiers and exceptions.
Active Buyers
Active buyers include buyers who purchased goods through our online marketplace
during the 12 months ended on the last day of the period presented, irrespective
of returns or cancellations. We believe this metric reflects scale, brand
awareness, buyer acquisition and engagement.
Average Order Value ("AOV")
Average order value ("AOV") means the average value of all orders placed across
our online marketplace and retail stores, excluding shipping fees and sales
taxes. Our focus on luxury goods across multiple categories drives a
consistently high AOV. Our AOV reflects both the average price of items sold as
well as the number of items per order. Our high AOV is a key driver of our
operating leverage.
Adjusted EBITDA
Adjusted EBITDA means net loss before interest income, interest expense, other
(income) expense net, provision for income taxes, and depreciation and
amortization, further adjusted to exclude stock-based compensation, employer
payroll tax on employee stock transactions, and certain one-time expenses. The
employer payroll tax expense related to employee stock transactions are tied to
the vesting or exercise of underlying equity awards and the price of our common
stock at the time of vesting, which may vary from period to period independent
of the operating performance of our business. Adjusted EBITDA provides a basis
for comparison of our business operations between current, past and future
periods by excluding items that we
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do not believe are indicative of our core operating performance. Adjusted EBITDA
is a non-GAAP measure. The following table provides a reconciliation of net loss
to Adjusted EBITDA (in thousands):
                                               Three Months Ended September 30,           Nine Months Ended September 30,
                                                   2021                2020                  2021                   2020
Adjusted EBITDA Reconciliation:
Net loss                                       $  (57,196)         $ 

(43,560) $ (183,912) $ (125,053) Depreciation and amortization

                       6,034              4,917                    17,840              13,673
Stock-based compensation                           12,592              7,372                    36,324              16,911
 Payroll taxes expense on employee stock
transactions (1)                                      245                  -                       967                   -
Legal fees reimbursement benefit (2)                 (500)                 -                      (500)                  -
Legal settlement (3)                                  500                  -                    11,788               1,110
Restructuring charges (4)                             811                 72                     2,314                 514
Interest income                                       (55)              (448)                     (249)             (2,350)
Interest expense                                    6,072              2,406                    15,374               2,810
Other (income) expense, net                            (5)                 -                       (22)                 89
Provision for income taxes                             28                (17)                       83                  38
Adjusted EBITDA                                $  (31,474)         $ (29,258)         $        (99,993)         $  (92,258)


(1) We exclude employer payroll tax expense related to employee stock-based
transactions because we believe that excluding this item provides meaningful
supplemental information regarding our operating results. In particular, this
expense is dependent on the price of our common stock at the time of vesting or
exercise, which may vary from period to period, and other factors that are
beyond our control and do not correlate to the operation of the business. When
evaluating the performance of our business and making operating plans, we do not
consider these items. Similar charges were not adjusted in prior periods as they
were not material.
(2) During the nine months ended 9/30/21, we received insurance reimbursement of
$3.2 million related to legal fees for a certain matter, of which $2.7 million
have been applied to the current year's legal expenses.
(3) On November 5, 2021, a stipulation of settlement was filed with the federal
court to settle the putative shareholder class action filed against us, our
officers and directors, and the underwriters for the Company's initial public
offering. The stipulation of settlement is subject to preliminary and final
approval by the court. The financial terms of the settlement stipulation provide
that the Company will pay $11.0 million within thirty (30) days of the later of
preliminary approval of the settlement or plaintiff's counsel providing payment
instructions. Also on November 5, 2021, a stipulation of settlement was filed in
the derivative case filed against us as a nominal defendant and our officers and
directors as defendants. The stipulation of settlement is subject to preliminary
and final approval by the court. The financial terms of the settlement
stipulation provide that the Company will pay $0.5 million within thirty (30)
days of the later of preliminary approval of the settlement or plaintiff's
counsel providing payment instructions.
(4) The restructuring charges for the three and nine months ended September 30,
2021 comprise of the costs to transition operations from the Brisbane warehouse
to our new Phoenix warehouse. The restructuring charges for the three and nine
months ended September 30, 2020 consist of COVID-19 related costs including
employee severance.
Components of our Operating Results
Revenue
Our revenue is comprised of consignment and service revenue and direct revenue.
•Consignment and service revenue. We generate the substantial majority of our
revenue from the sale of pre-owned luxury goods through our online marketplace
and retail stores on behalf of consignors. For consignment sales, we retain a
percentage of the proceeds received, which we refer to as our take rate. We
recognize consignment revenue, net of allowances for product returns, order
cancellations, buyer incentives and adjustments. Additionally, we generate
revenue from shipping fees we charge to buyers. We also generate service revenue
from subscription fees paid by buyers for early access to products, but to date
our subscription revenue has not been material.
•Direct revenue. We generate direct revenue from the sale of items that we own,
which we refer to as our inventory. We generally acquire inventory when we
accept out of policy returns from buyers. Additionally, we make direct purchases
from businesses and consignors. We recognize direct revenue upon shipment based
on the gross purchase price paid by buyers, net of allowances for product
returns, buyer incentives and adjustments.
Cost of Revenue
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Cost of consignment and services revenue consists of shipping costs, credit card
fees, packaging, customer service personnel-related costs, website hosting
services, and consignor inventory adjustments related to lost or damaged
products. Cost of direct revenue consists of the cost of goods sold, credit card
fees, packaging, customer service personnel-related costs, website hosting
services, and inventory adjustments.
Marketing
Marketing expense comprises the cost of acquiring and retaining consignors and
buyers, including the cost of television, digital and direct mail advertising.
Marketing expense also includes personnel-related costs for employees engaged in
these activities. We expect these expenses to decrease as a percentage of
revenue over the longer term.
Operations and Technology
Operations and technology expense principally includes personnel-related costs
for employees involved with the authentication, merchandising and fulfillment of
goods sold through our online marketplace and retail stores, as well as our
general information technology expense. Operations and technology expense also
includes allocated facility and overhead costs, costs related to our retail
stores, facility supplies and depreciation of hardware and equipment, as well as
research and development expense for technology associated with managing and
improving our operations. We capitalize a portion of our proprietary software
and technology development costs. As such, operations and technology expense
also includes amortization of capitalized technology development costs. We
expect operations and technology expense to increase in future periods to
support our growth, including continuing to invest in automation and other
technology improvements to support and drive efficiency in our operations. These
expenses may vary from year to year as a percentage of revenue, depending
primarily upon when we choose to make more significant investments. We expect
these expenses to decrease as a percentage of revenue over the longer term.
Selling, General and Administrative
Selling, general and administrative expense is principally comprised of
personnel-related costs for our sales professionals and employees involved in
finance and administration. Selling, general and administrative expense also
includes allocated facilities and overhead costs and professional services,
including accounting and legal advisors. While these expenses may vary from year
to year as a percentage of revenue, we expect these expenses to decrease as a
percentage of revenue over the longer term.

Legal Settlement
Legal settlement expense primarily includes actual or estimated losses related
to legal settlements when they become probable and estimable.
Provision for Income Taxes
Our provision for income taxes consists primarily of state minimum taxes in the
United States. We have a full valuation allowance for our net deferred tax
assets primarily consisting of net operating loss carryforwards, accruals and
reserves, stock-based compensation, fixed assets, and other book-to-tax timing
differences. We expect to maintain this full valuation allowance for the
foreseeable future.
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Results of Operations
The following tables set forth our results of operations (in thousands) and such
data as a percentage of revenue for the periods presented:
                                               Three Months Ended September 30,           Nine Months Ended September 30,
                                                   2021                2020                  2021                   2020
Revenue:
Consignment and service revenue                $   89,451          $  64,152          $        246,985          $  176,006
Direct revenue                                     29,387             13,645                    75,582              37,111
Total revenue                                     118,838             77,797                   322,567             213,117
Cost of revenue:
Cost of consignment and service revenue            22,714             16,304                    64,352              47,253
Cost of direct revenue                             25,025             11,964                    65,365              31,678
Total cost of revenue                              47,739             28,268                   129,717              78,931
Gross profit                                       71,099             49,529                   192,850             134,186
Operating expenses:
Marketing                                          15,708             15,186                    44,378              37,747
Operations and technology                          61,135             40,578                   172,906             117,858
Selling, general and administrative                44,912             35,384                   132,504             101,937
Legal settlement                                      500                  -                    11,788               1,110
Total operating expenses                          122,255             91,148                   361,576             258,652
Loss from operations                              (51,156)           (41,619)                 (168,726)           (124,466)
Interest income                                        55                448                       249               2,350
Interest expense                                   (6,072)            (2,406)                  (15,374)             (2,810)
Other income (expense), net                             5                  -                        22                 (89)
Loss before provision for income taxes            (57,168)           (43,577)                 (183,829)           (125,015)
Provision (benefit) for income taxes                   28                (17)                       83                  38
Net loss                                       $  (57,196)         $ (43,560)         $       (183,912)         $ (125,053)


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                                                  Three Months Ended September 30,               Nine Months Ended September 30,
                                                    2021                    2020                   2021                    2020
Revenue:
Consignment and service revenue                         75.3  %                82.5  %                 76.6  %                82.6  %
Direct revenue                                          24.7                   17.5                    23.4                   17.4
Total revenue                                          100.0                  100.0                   100.0                  100.0
Cost of revenue:
Cost of consignment and service revenue                 19.1                   21.0                    19.9                   22.2
Cost of direct revenue                                  21.1                   15.3                    20.3                   14.8
Total cost of revenue                                   40.2                   36.3                    40.2                   37.0
Gross profit                                            59.8                   63.7                    59.8                   63.0
Operating expenses:
Marketing                                               13.2                   19.5                    13.8                   17.7
Operations and technology                               51.4                   52.2                    53.5                   55.4
Selling, general and administrative                     37.9                   45.5                    41.1                   47.8
Legal settlement                                         0.4                      -                     3.7                    0.5
Total operating expenses                               102.9                  117.2                   112.1                  121.4
Loss from operations                                   (43.1)                 (53.5)                  (52.3)                 (58.4)
Interest income                                            -                    0.6                     0.1                    1.1
Interest expense                                        (5.1)                  (3.1)                   (4.8)                  (1.3)
Other income (expense), net                                -                      -                       -                      -
Loss before provision for income taxes                 (48.2)                 (56.0)                  (57.0)                 (58.6)
Provision (benefit) for income taxes                       -                      -                       -                      -
Net loss                                               (48.2) %               (56.0) %                (57.0) %               (58.6) %


Comparison of the Three and Nine Months Ended September 30, 2021 and 2020
Consignment and Service Revenue
Consignment and service revenue increased by $25.3 million, or 39%, in the three
months ended September 30, 2021 compared to the three months ended September 30,
2020 and increased by $71.0 million, or 40%, in the nine months ended
September 30, 2021 compared to the nine months ended September 30, 2020. The
increase in revenue was driven primarily by a 50% and 52% increase in GMV during
the three and nine months ended September 30, 2021, respectively, partially
offset by an increase in returns and cancellations year over year. GMV growth
during the three months ended September 30, 2021 was driven by a 38% increase in
orders and a 9% increase in AOV. GMV growth during the nine months ended
September 30, 2021 was driven by a 36% increase in orders and a 13% increase in
AOV. Returns and cancellations as a percentage of GMV for the three months and
nine months ended September 30, 2021 was 25.7% and 25.9%, respectively, compared
to 22.9% and 25.1% for the three and nine months ended September 30, 2020,
respectively. These increases were primarily due to a lower mix of
non-returnable items during the three and nine months September 30, 2021. Our
take rate decreased to 34.9% from 35.4% during the three months ended
September 30, 2021 compared to the same period last year due to higher
contribution from lower take rate products. Our take rate decreased to 34.6%
from 35.9% in the nine months ended September 30, 2021 compared to the same
period last year due to the higher sales mix of lower take rate categories such
as watches, handbags, fine jewelry, and sneakers.
Direct Revenue
Direct revenue increased by $15.7 million, or 115%, in the three months ended
September 30, 2021 compared to the three months ended September 30, 2020, and
increased by $38.5 million, or 104%, in the nine months ended September 30, 2021
compared to the nine months ended September 30, 2020. The increase was primarily
driven by the higher sales mix of company-owned inventory due to direct
purchases from businesses and consignors, along with higher sales of aged
inventory primarily resulting from out of policy returns. We recognize direct
revenue on a gross basis upon shipment of the purchased good to the buyer.
Direct revenue has been increasing as a percentage of total revenue in recent
quarters as a result of a higher sales mix of company-owned inventory due to
direct purchases from businesses and consignors, and may continue to in the near
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term. However, direct revenue as a percentage of total revenue may vary from
period to period primarily based on the growth of consignment and service
revenue, as well as the amount of company-owned inventory we purchase.
Cost of Consignment and Service Revenue
Cost of consignment and service revenue increased by $6.4 million, or 39%, in
the three months ended September 30, 2021 compared to the three months ended
September 30, 2020, and increased by $17.1 million, or 36%, in the nine months
ended September 30, 2021 compared to the nine months ended September 30, 2020.
The increase was primarily attributable to increases in shipping costs driven by
fulfillment of a larger number of orders and credit card fees driven by growth
in our business. Gross margin remained flat in the three months ended
September 30, 2021 compared to the three months ended September 30, 2020, and
increased by 1 percentage point in the nine months ended September 30, 2021
compared to the nine months ended September 30, 2020. This increase was
primarily attributable to consignment and service revenue growth outpacing
corresponding shipping costs increases.
Cost of Direct Revenue
Cost of direct revenue increased by $13.1 million, or 109%, in the three months
ended September 30, 2021 compared to the three months ended September 30, 2020,
and increased by $33.7 million, or 106%, in the nine months ended September 30,
2021 compared to the nine months ended September 30, 2020. Gross margin
increased by 3 percentage points for the three months ended September 30, 2021
driven by a higher sales mix of higher margin company-owned inventory.
Gross margin decreased by 1 percentage point for the nine months ended
September 30, 2021 compared to the same period last year, primarily due to a
higher sales mix of aged inventory. As we continue to make direct purchases from
vendors, gross margin may vary from period to period.
Marketing
Marketing expense increased by $0.5 million, or 3%, in the three months ended
September 30, 2021 compared to the three months ended September 30, 2020, and
increased by $6.6 million, or 18%, in the nine months ended September 30, 2021
compared to the nine months ended September 30, 2020. The increase in the three
and nine months ended September 30, 2021 compared to the three and nine months
ended September 30, 2020 was primarily due to increases in advertising costs and
marketing program expenses as we seek to optimize the digital experience on our
online marketplace and grow the number of buyers and consignors.
As a percent of revenue, marketing expense decreased to 13.2% from 19.5% in the
three months ended September 30, 2021 and 2020, respectively, and decreased to
13.8% from 17.7% in the nine months ended September 30, 2021 compared to the
nine months ended September 30, 2020, respectively. These expenses may vary from
period to period as a percentage of revenue, depending primarily upon our
marketing investments. We expect these expenses to decrease as a percentage of
revenue over the longer term.
Operations and Technology
Operations and technology expense increased by $20.6 million, or 51%, in the
three months ended September 30, 2021 compared to the three months ended
September 30, 2020, and increased by $55.0 million, or 47%, in the nine months
ended September 30, 2021 compared to the nine months ended September 30, 2020.
The increase was primarily due to higher employee compensation related expenses,
including stock-based compensation expense due to an increase in headcount, and
higher occupancy costs due to our additional retail stores and authentication
center in Arizona. The increase was also driven by an increase in travel
expense, as well as restructuring costs associated with the transition of
operations from our Brisbane authentication center to our Arizona authentication
center during the three and nine months ended September 30, 2021.
As a percent of revenue, operations and technology expense decreased to 51.4%
from 52.2% in the three months ended September 30, 2021 and 2020, respectively,
and decreased to 53.6% from 55.3% in the nine months ended September 30, 2021
compared to the nine months ended September 30, 2020. These expenses may vary
from period to period as a percentage of revenue, depending primarily upon when
we choose to make more significant investments. We expect these expenses to
decrease as a percentage of revenue over the longer term.
Selling, General and Administrative
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Selling, general and administrative expense increased by $9.5 million, or 27%,
in the three months ended September 30, 2021 compared to the three months ended
September 30, 2020, and increased by $30.6 million, or 30% in the nine months
ended September 30, 2021 compared to the nine months ended September 30, 2020.
The increase was primarily due to higher employee compensation expenses,
including stock-based compensation expense due to an increased headcount, an
increase in software fees, partially offset by an insurance reimbursement for
legal expenses.
As a percent of revenue, selling, general and administrative expense decreased
to 38% from 45.5% in the three months ended September 30, 2021 and 2020,
respectively, and decreased to 41% from 47.8% in the nine months ended
September 30, 2021 compared to the nine months ended September 30, 2020,
respectively. These expenses may vary from period to period as a percentage of
revenue.
Legal Settlement
Legal settlement expense increased $0.5 million, or 100%, in the three months
ended September 30, 2021 compared to the three months ended September 30, 2020,
and increased by $10.7 million, or over 100%, in the nine months ended
September 30, 2021 compared to the nine months ended September 30, 2020. The
increases were primarily due to the $11.0 million legal settlement for the
shareholder class action filed against us and $0.5 million of attorney's fees to
be paid as part of the settlement for the related derivative case filed against
us, both of which were accrued for in connection with the settlement of both
actions during the nine months ended September 30, 2021.
Interest Income
Interest income decreased $0.4 million, or 88%, for the three months ended
September 30, 2021 as compared to the three months ended September 30, 2020, and
decreased $2.1 million, or 89%, for the nine months ended September 30, 2021 as
compared to the nine months ended September 30, 2020, respectively, primarily
due to lower rates and lower average investment balances.
Interest Expense
Interest expense increased $3.7 million, and over 100%, for the three months
ended September 30, 2021 compared to the three months ended September 30, 2020,
and increased $12.6 million, or over 100%, for the nine months ended
September 30, 2021 as compared to the nine months ended September 30, 2020,
respectively, primarily due to the contractual interest expense and amortization
of the debt discount related to the 3.00% convertible senior notes issued in
June 2020 and the 1.00% convertible senior notes issued in March 2021.
Other Income (Expense), Net
Other expense decreased by less than $0.1 million in the three months ended
September 30, 2021 as compared to the three months ended September 30, 2020.
Other expense decreased by $0.1 million in the nine months ended September 30,
2021 as compared to the nine months ended September 30, 2020.
Liquidity and Capital Resources
As of September 30, 2021, we had unrestricted cash and cash equivalents of
$444.8 million and an accumulated deficit of $715.9 million. Since inception, we
have generated negative cash flows from operations and have primarily financed
our operations through several rounds of venture capital financing. In July
2019, we received net proceeds of $315.5 million upon completion of our IPO on
July 2, 2019. In June 2020, we received net proceeds of $143.3 million from the
issuance of 3% convertible senior notes due 2025 and the related cap call
transactions. In March 2021, we received net proceeds of $244.5 million from the
issuance of the 1% convertible senior notes due in 2028 and the related cap call
transactions.
We expect that operating losses and negative cash flows from operations could
continue in the foreseeable future as we navigate the challenges presented by
COVID-19 and invest in expansion activities in the longer term. We believe our
existing cash and cash equivalents as of September 30, 2021 will be sufficient
to meet our working capital and capital expenditures needs for at least the next
12 months.
Our future capital requirements will depend on many factors, including, but not
limited to, our ability to grow our revenues and the timing of investments to
support growth in our business, such as the build-out of new authentication
centers and, to a lesser extent, the opening of new retail stores. We may seek
additional equity or debt financing. In the event that additional financing is
required from outside sources, we may not be able to raise it on terms
acceptable to us or at all. If we are
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unable to raise additional capital when desired, our business, financial
condition and results of operations could be adversely affected.
Cash Flows
The following table summarizes our cash flows for the periods indicated.
                                                                    Nine 

Months Ended September 30,


                                                                        2021                2020
Net cash provided by (used in):
Operating activities                                               $  (123,387)         $ (96,017)
Investing activities                                                   (33,758)           134,544
Financing activities                                                   251,108            150,119
Net increase in cash and cash equivalents                          $    

93,963 $ 188,646

Net Cash Used in Operating Activities
During the nine months ended September 30, 2021, net cash used in operating
activities was $123.4 million, which consisted of a net loss of $183.9 million,
adjusted by non-cash charges of $81.4 million and cash outflows due to a net
change of $20.8 million in our operating assets and liabilities. The net change
in our operating assets and liabilities was primarily the result of cash
outflows due to an increase of $21.6 million in inventory driven by an increase
in direct purchases of inventory from vendors, a decrease of $12.5 million in
operating lease liability, a increase of $5.3 million in prepaid expenses and
other current assets, and a $6.2 million decrease in accounts payable, partially
offset by a $22.0 million increase in other accrued and current liabilities. We
anticipate direct inventory purchases from vendors to continue through the
remainder of 2021.
During the nine months ended September 30, 2020, net cash used in operating
activities was $96.0 million, which consisted of a net loss of $125.1 million,
adjusted by non-cash charges of $45.9 million and cash outflows due to a net
change of $16.9 million in our operating assets and liabilities. The net change
in our operating assets and liabilities was primarily the result of cash
outflows due to decreases of $8.3 million in accrued consignor payable, an
increase of $4.6 million in prepaid and other current assets, partially offset
by a decrease of $4.9 million in inventory.
Net Cash Used in Investing Activities
During the nine months ended September 30, 2021, net cash used in investing
activities was $33.8 million, which consisted of $30.3 million for purchases of
property and equipment, net, including leasehold improvements and $7.5 million
for capitalized proprietary software development costs, partially offset by $4.0
million of proceeds from maturities on short-term investment.
During the nine months ended September 30, 2020, net cash provided by investing
activities was $134.5 million, which consisted of $222.2 million proceeds from
maturities on short-term investments and $7.9 million in sales of short-term
investments, partially offset by $73.3 million for purchases of short-term
investments, $15.7 million for purchases of property and equipment, net,
including leasehold improvements, and $6.6 million for capitalized proprietary
software development costs.
Net Cash Provided by Financing Activities
During the nine months ended September 30, 2021, net cash provided by financing
activities was $251.1 million, which primarily consisted of proceeds of $278.2
million from the issuance of the 1.00% convertible senior notes, net of issuance
costs, $5.5 million from the exercise of stock options partially offset by $33.7
million for the purchase of capped calls related to the Notes issuance.
During the nine months ended September 30, 2020, net cash provided by financing
activities was $150.1 million, which primarily consisted of proceeds of $166.3
million from the issuance of the 3.00% convertible senior notes, net of issuance
costs, $7.1 million from the exercise of stock options and warrants partially
offset by $22.5 million for the purchase of capped calls related to the 2025
Notes issuance.
Convertible Senior Notes
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As of September 30, 2021, we had 3.00% convertible senior notes due 2025
outstanding in an aggregate principal amount of $172.5 million and 1.00%
convertible senior notes due 2028 outstanding in an aggregate principal amount
of $287.5 million. A portion of the net proceeds from the sale of these
convertible senior notes was used to fund the net cost of entering into the
capped call transactions described below. We intend to use the remainder of the
net proceeds for general corporate purposes.
The 2025 Notes are convertible into cash, shares of our common stock or a
combination of cash and shares of our common stock, at the Company's election,
at an initial conversion rate of 56.2635 shares of our common stock per $1,000
principal amount of the convertible senior notes, which is equivalent to an
initial conversion price of approximately $17.77 per share of our common stock.
The initial conversion price of the notes represents a premium of approximately
27.5% over the $13.94 closing price of our common stock on June 10, 2020. The
2028 Notes are convertible into cash, shares of our common stock or a
combination of cash and shares of our common stock, at the Company's election,
at an initial conversion rate of 31.4465 shares of our common stock per $1,000
principal amount of the convertible senior notes, which is equivalent to an
initial conversion price of approximately $31.80 per share of our common stock.
The initial conversion price of the notes represents a premium of approximately
32.5% over the $24.00 closing price of our common stock on March 3, 2021.
In connection with the convertible senior notes, we entered into privately
negotiated capped call transactions, with certain of the initial purchasers or
their affiliates. The capped call transactions cover, subject to anti-dilution
adjustments, the number of shares of common stock underlying the convertible
senior notes sold in the offering. The capped call transactions are generally
expected to reduce potential dilution to our common stock upon any conversion of
the notes and/or offset any cash payments we are required to make in excess of
the principal amount of converted notes, as the case may be, with such reduction
and/or offset subject to a cap. The cap price of the capped call transactions
related to the 2025 Notes was initially $27.88 per share, which represents a
premium of 100.0% over the closing price of our common stock of $13.94 per share
on June 10, 2020, and is subject to certain adjustments under the terms of the
capped call transactions. The cap price of the capped call transactions related
to the 2028 Notes was initially $48.00 per share, which represents a premium of
100.0% over the closing price of our common stock of $24.00 per share on
March 3, 2021, and is subject to certain adjustments under the terms of the
capped call transactions.
For additional details related to our convertible senior notes, please see "Note
7 - Convertible Senior Notes, net" to the condensed financial statements
included in this report.
Contractual Obligations and Commitments
As of September 30, 2021, there have been no material changes from the
contractual obligations and commitments previously disclosed in our Annual
Report on 10-K.
Off-Balance Sheet Arrangements
We did not have during the periods presented, and we do not currently have, any
off-balance sheet financing arrangements or any relationships with
unconsolidated entities or financial partnerships, including entities sometimes
referred to as structured finance or special purpose entities, that were
established for the purpose of facilitating off-balance sheet arrangements or
other contractually narrow or limited purposes.
Critical Accounting Policies and Estimates
Our management's discussion and analysis of our financial condition and results
of operations is based on our financial statements, which have been prepared in
accordance with United States generally accepted accounting principles. The
preparation of these financial statements requires our management to make
judgments and estimates that affect the reported amounts of assets and
liabilities and the disclosure of contingent assets and liabilities at the date
of the financial statements, as well as the reported revenue generated, and
expenses incurred during the reporting periods. Our estimates are based on our
historical experience and on various other factors that we believe are
reasonable under the circumstances, the results of which form the basis for
making judgments about the carrying value of assets and liabilities that are not
readily apparent from other sources. Actual results may differ from these
judgments and estimates under different assumptions or conditions and any such
differences may be material. We believe that the accounting policies discussed
below are critical to understanding our historical and future performance, as
these policies relate to the more significant areas involving management's
judgments and estimates.
Revenue Recognition
Consignment and Service Revenue
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We generate the majority of our revenue from consignment services for the sale
of pre-owned luxury goods on behalf of consignors through our online consignment
marketplace and retail stores. For consignment sales, we retain a portion of the
proceeds received, which we refer to as our take rate, and remit the balance to
the consignors. We recognize consignment revenue upon purchase of the goods by
the buyer based on our take rate, net of allowances for product returns, order
cancellations, buyer incentives and adjustments.
Direct Revenue
We also generate revenue from the sales of company-owned inventory. We recognize
direct revenue upon shipment of the goods sold through our online marketplace
and retail stores, based on the gross purchase price net of allowances for
product returns, buyer incentives and adjustments.
Recent Accounting Pronouncements
For more information on recently issued accounting pronouncements, see Note 2 to
our unaudited condensed financial statements "Summary of Significant Accounting
Policies" in this Quarterly Report on Form 10-Q.
Item 3. Quantitative and Qualitative Disclosures About Market Risk.
We are exposed to market risks in the ordinary course of our business, including
fluctuations in interest rates. Such fluctuations to date have not been
significant. The COVID-19 pandemic presents new and emerging uncertainty in the
financial markets. See further discussion in Part I, Item 2. "Management's
Discussion and Analysis of Financial Condition and Results of Operations" and
Part II, Item 1A "Risk Factors."
As of September 30, 2021, we had unrestricted cash and cash equivalents of
approximately $444.8 million, which carry a degree of interest rate risk. A
hypothetical 10% change in interest rates would not have a material impact on
our financial condition or results of operations due to the short-term nature of
our investment portfolio.
In addition, we have no direct financial statement risk associated with changes
in interest rates with respect to our convertible senior notes, which bear
interest at fixed rates. However, the fair market value of the convertible
senior notes will fluctuate primarily as a result of changes in interest rates
or the market price of our stock.
We do not believe that inflation has had a material effect on our business,
results of operations or financial condition. Nonetheless, if our costs were to
become subject to significant inflationary pressures, we may not be able to
fully offset such higher costs. Our inability or failure to do so could harm our
business, results of operations or financial condition.
Item 4. Controls and Procedures.
Evaluation of Disclosure Controls and Procedures
Our management, with the participation of our principal executive officer and
principal financial officer, has evaluated the effectiveness of our disclosure
controls and procedures (as defined in Rules 13a-15(e) and 15d-15(e) under the
Securities Exchange Act of 1934, as amended ("Exchange Act"), as of the end of
the period covered by this Quarterly Report on Form 10-Q. Based on such
evaluation, our principal executive officer and principal financial officer have
concluded that, as of such date, our disclosure controls and procedures were
effective at a reasonable assurance level.
Changes in Internal Control
There were no changes in our internal control over financial reporting
identified in management's evaluation pursuant to Rules 13a-15(d) or 15d-15(d)
of the Exchange Act during the period covered by this Quarterly Report on Form
10-Q that materially affected, or are reasonably likely to materially affect,
our internal control over financial reporting.
Limitations on Effectiveness of Controls and Procedures
Our management, including our principal executive officer and principal
financial officer, do not expect that our disclosure controls and procedures or
our internal control over financial reporting will prevent all errors and all
fraud. A control system, no matter how well designed and operated, can provide
only reasonable, not absolute, assurance that the objectives of the control
system are met. Further, the design of a control system must reflect the fact
that there are resource constraints, and the benefits of controls must be
considered relative to their costs. Because of the inherent limitations in all
control systems, no
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evaluation of controls can provide absolute assurance that all control issues
and instances of fraud, if any, have been detected. These inherent limitations
include the realities that judgments in decision-making can be faulty, and that
breakdowns can occur because of a simple error or mistake. Additionally,
controls can be circumvented by the individual acts of some persons, by
collusion of two or more people or by management override of the controls. The
design of any system of controls is also based in part upon certain assumptions
about the likelihood of future events, and there can be no assurance that any
design will succeed in achieving its stated goals under all potential future
conditions; over time, controls may become inadequate because of changes in
conditions, or the degree of compliance with policies or procedures may
deteriorate. Due to inherent limitations in a cost-effective control system,
misstatements due to error or fraud may occur and not be detected.

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