<PAGE>

                                                                   Exhibit 10.36

NEITHER THIS NOTE NOR ANY SECURITIES WHICH MAY BE ISSUED UPON CONVERSION HEREOF
HAVE BEEN REGISTERED UNDER THE SECURITIES ACT OF 1933, AS AMENDED, OR REGISTERED
OR OTHERWISE QUALIFIED UNDER ANY STATE SECURITIES LAW. NEITHER THIS NOTE NOR ANY
SUCH SECURITIES MAY BE SOLD OR OFFERED FOR SALE IN THE ABSENCE OF AN EFFECTIVE
REGISTRATION STATEMENT UNDER SAID ACT AND REGISTRATION OR OTHER QUALIFICATION
UNDER ANY APPLICABLE STATE SECURITIES LAWS, OR AN OPINION OF COUNSEL
SATISFACTORY TO THE COMPANY THAT SUCH REGISTRATION OR OTHER QUALIFICATION IS NOT
REQUIRED.


                                 DOVEBID, INC.

                    CONVERTIBLE SUBORDINATED PROMISSORY NOTE

$455,768.51                                                       March 24, 2000

     DoveBid, Inc., a Delaware corporation (the "Company"), with offices at 1241
East Hillsdale Blvd., Foster City, CA 94404, for value received, promises to pay
to the order of The Norman Levy Qualified Terminable Interest Martial Trust, a
trust formed under the laws of Michigan ("Payee") at such address as Payee may
designate, Four Hundred Fifty-Five Thousand Seven Hundred Sixty-Eight Dollars
and Fifty-One Cents ($455,768.51) plus simple interest thereon calculated from
the date hereof until paid at an annual rate equal to the minimum rate
established pursuant to Section 1274(d) of the Internal Revenue Code of 1986, as
amended, as of the date hereof, compounded annually; provided that if this Note
shall not have converted into Conversion Stock (as defined below) by July 1,
2000, then on and after such date the interest payable per annum with respect to
principal outstanding under this Note shall be equal to the prime lending rate
in effect on July 2, 2000 as announced by Chase Manhattan Bank, and thereafter
accrued interest shall be payable at the end of each three month period
thereafter.  Except as otherwise provided in the preceding sentence, principal
and accrued interest will be due and payable in lawful money of the United
States in full on the earlier of (i) three year anniversary of the date of this
Note, or (ii) upon an Event of Default (the "Maturity Date"), unless this Note
shall have been previously paid by the Company or converted pursuant to Section
2 below, in which case all outstanding principal under this Note and all accrued
interest thereon shall be satisfied in full by virtue of conversion as set forth
in Section 2 below.  Payments by the Company shall be applied first to any and
all accrued interest through the payment date and second to the principal
remaining due hereunder.

          The following is a statement of the rights of the holder of this Note
and the conditions to which this Note is subject, and to which the holder
hereof, by the acceptance of this Note, agrees:
<PAGE>

     1.  Definitions.  As used in this Note, the following terms, unless the
         -----------
context otherwise requires, have the following meanings:

          1.1  "Company" includes any corporation or other entity which succeeds
to or assume the obligations of the Company under this Note.

          1.2  "Conversion Stock" shall mean shares of Common Stock of the
Company issued upon conversion of this Note.

          1.3  "Event of Default" shall mean (a) the Company's failure to pay of
amounts due under this Note after receipt of written notice of such failure and
period of thirty days to make such payment; or (b) the filing by or against the
Company of any voluntary or involuntary petition in bankruptcy or any petition
for relief under the federal bankruptcy code or any other state or federal law
for the relief of debtors (which is not dismissed within 60 days); or (c) the
execution by the Company of an assignment for the benefit of creditors or the
appointment of a receiver, custodian, trustee or similar party to take
possession of Company's material assets or property.

          1.4  "Noteholder," "holder," or similar terms, when the context refers
to a holder of this Note, shall mean any person who shall at the time be the
registered holder of this Note.

          1.5  "Initial Public Offering" shall mean the closing of a sale of the
Company's Common Stock pursuant to a registration statement on Form S-1, Form
SB-1 or SB-2 (or any similar or successor form) under the Securities Act of
1933, as amended (the "Securities Act"), for an underwritten initial public
offering.

          1.6  "Subordination Agreement" shall mean the Subordination Agreement
attached hereto as Annex A and incorporated by reference herein.
                   -------

     2.  Conversion.
         ----------

          2.1  Mandatory Conversion.  This Note and all of the outstanding
               --------------------
principal and accrued and unpaid interest on and under this Note shall
automatically convert before the Maturity Date into Conversion Stock as follows:
(i) if the Company shall have conducted its Initial Public Offering prior to or
on July 1, 2000, then this Note and all of the outstanding principal and accrued
and unpaid interest on and under this Note will automatically convert into
43,406 shares of Conversion Stock on July 1, 2000; and (ii) if the Company shall
not have conducted its Initial Public Offering as of July 1, 2000, then this
Note and all of the outstanding principal and accrued and unpaid interest on and
under this Note will automatically will convert into 43,406 shares of Conversion
Stock on the first day following the end of the calendar month in which the
Company has conducted its Initial Public Offering; provided that in the event
that this Note converts after July 1, 2000 pursuant to subsection 2.1(ii) above
then in connection with such conversion the Company shall also pay the
Noteholder all interest accrued under the Note through the date of such
conversion.  In the event that Note converts pursuant to this Section 2.1 above
then all outstanding principal under this Note and all accrued interest thereon
shall be satisfied in full by virtue of such conversion (and the payment of
accrued
<PAGE>

interest in the case of conversion under Section 2.1(ii) as the case may be) and
the issuance and delivery of the shares of Conversion Stock to the holder.

          For informational purposes, the Company shall provide the Noteholder
with written notice (at the most recent address for the Noteholder provided to
the Company by the Noteholder in writing) reasonably promptly following the
closing of its Initial Public Offering. Conversion as described in this Section
2.1 shall occur only if the Company shall have conducted its Initial Public
Offering, provided that as a condition precedent or condition subsequent to
conversion (the election between which type of condition shall be the Company's
sole election in the Company's sole discretion), the Noteholder must surrender
this Note for conversion at the principal office of the Company. Incident to any
conversion, the Conversion Stock will have those rights and privileges, and be
subject to those restrictions, of the shares of Common Stock as set forth in the
Company's Certificate of Incorporation and Bylaws and this Note (including the
restrictions on transfer of Conversion Stock set forth in this Note), and the
Noteholder will receive the rights and be subject to the obligations applicable
to the purchasers of Common Stock.  This Note shall not be convertible and shall
not be converted into Conversion Stock if there is not an Initial Public
Offering on or before the Maturity Date.

          2.2  No Fractional Shares.  No fractional shares will be issued on
               --------------------
conversion of this Note.  If on any conversion of this Note a fraction of a
share results, the Company will pay the cash value of that fractional share,
calculated on the basis of a per share price of $10.50 per share (as
proportionally adjusted for stock splits, stock combinations, recapitalizations
and like events).

          2.3  Reservation of Stock.  Prior to any conversion of this Note
               --------------------
pursuant to Section 2.1 above, the Company will take such corporate action and
obtain such government consents and approvals as may, in the reasonable opinion
of its counsel, be necessary to authorize the issuance of a sufficient number of
shares of Conversion Stock into which this Note is to convert pursuant to
Section 2.1 above.

          2.4  Fully Paid Shares; Certificates.  All shares of Conversion Stock
               -------------------------------
issued upon the conversion of this Note shall be validly issued, fully paid and
non-assessable.  The certificates representing the shares of Conversion Stock
issued upon conversion hereof shall be delivered to the holder against surrender
of this Note.  The holder, by accepting this Note, undertakes and agrees to
accept such shares of Conversion Stock in full satisfaction of the outstanding
principal and accrued interest thereon in accordance with the terms of this
Note.  Anything to the contrary in this Note notwithstanding, the Company's
obligation to issue shares of Conversion Stock to any holder of this Note is
expressly conditioned upon compliance of such issuance with applicable federal
and state securities laws without registration or other qualification
thereunder.

          2.5  No Other Conversion.  The conversion described in this Section 2
               -------------------
shall constitute the sole methods by which this Note will convert.
<PAGE>

          2.6.  Subordination.  This Note and the indebtedness evidence by this
                -------------
Note are subordinated to the prior payment in full of all or substantially all
other indebtedness of the Company pursuant to the terms of a Subordination
Agreement in the form attached hereto as Annex A and incorporated herein by
                                         -------
reference.

     3.  No Rights or Liabilities as Shareholder.  This Note does not by itself
         ---------------------------------------
entitle the Noteholder to any voting rights or other rights as a shareholder of
the Company.  In the absence of conversion of this Note, no provisions of this
Note, and no enumeration herein of the rights or privileges of the holder shall
cause such holder to be a shareholder of the Company for any purpose by virtue
hereof.  Subject to the terms and conditions of this Note, Noteholder will have
all of the rights of a shareholder of the Company with respect to the Conversion
Stock from and after the Conversion Date until such time as Noteholder disposes
of the Conversion Stock.

     4.  Restrictions on Transfers.
         -------------------------

          4.1  No Transfers Unless Registered or Exempt.  Noteholder understands
               ----------------------------------------
that Noteholder may not transfer any shares of Conversion Stock unless such
shares are registered under the Securities Act and qualified under applicable
state securities laws or unless, in the opinion of counsel to the Company,
exemptions from such registration and qualification requirements are available.
Noteholder understands that only the Company may file a registration statement
with the Securities and Exchange Commission (the "SEC") and that the Company is
under no obligation to do so with respect to the Conversion Stock.  Noteholder
has also been advised that exemptions from registration and qualification may
not be available or may not permit Noteholder to transfer all or any of the
Conversion Stock in the amounts or at the times proposed by Noteholder.

          4.2  Rule 144.  In addition, Noteholder has been advised that SEC Rule
               --------
144 promulgated under the Securities Act, which permits certain limited sales of
unregistered securities, is not presently available with respect to the
Conversion Stock and, in any event, requires that the Conversion Stock be held
for a minimum of one (1) year, and in certain cases two (2) years, after they
have been purchased and paid for (within the meaning of Rule 144), before they
                    ------------
may be resold under Rule 144.  Noteholder understands that Rule 144 may
indefinitely restrict transfer of the Conversion Stock so long as Noteholder
remains an "affiliate" of the Company or if "current public information" about
the Company (as defined in Rule 144) is not publicly available.

          4.3  Disposition of Conversion Stock.  Noteholder hereby agrees that
               -------------------------------
Noteholder will make no disposition of the Conversion Stock (other than as
permitted by this Agreement) unless and until: (a) Noteholder has notified the
Company of the proposed disposition and provided a written summary of the terms
and conditions of the proposed disposition; (b) Noteholder has complied with all
requirements of this Note applicable to the disposition of the Conversion Stock
(including the restrictions on transfer); and (c) Noteholder has provided the
Company with written assurances, in form and substance satisfactory to counsel
for the Company, that (i) the proposed disposition does not require registration
of the Conversion Stock under the Securities Act or
<PAGE>

applicable state securities laws, or (ii) all appropriate actions necessary for
compliance with the registration requirements of the Securities Act or of any
exemption from registration available under the Securities Act (including Rule
144) and applicable state securities laws has been taken.

          4.4  Restriction on Transfer and Sale.  Upon and following any
               --------------------------------
conversion of this Note, no holder of any Conversion Stock shall effect any sale
or distribution of any of the Conversion Stock (which shall include any and all
voting securities received by such holder as or in connection with a stock
dividend, stock split or other recapitalization or similar distribution on or in
respect of the Conversion Stock) or any of the Company's other equity
securities, or of any securities convertible into or exchangeable for such
securities, during the period beginning on the closing of the Initial Public
Offering and ending 180 days after such closing.

          4.5  Legends.  Noteholder understands and agrees that the Company will
               -------
place appropriate legends on any stock certificate(s) evidencing the Conversion
Stock that may be required by state or federal securities laws, the Company's of
Incorporation or Bylaws, this Note any other agreement.  Noteholder agrees that,
to ensure compliance with the restrictions imposed by this Note, the Company may
issue appropriate "stop-transfer" instructions to its transfer agent, if any,
and if the Company transfers its own securities, it may make appropriate
notations to the same effect in its own records.  The Company will not be
required (i) to transfer on its books any Conversion Stock that have been sold
or otherwise transferred in violation of any of the provisions of this Note, or
(ii) to treat as owner of such Conversion Stock, or to accord the right to vote
or pay dividends to any purchaser or other transferee to whom such Conversion
Stock have been so transferred.

     5.  Prepayment.  This Note may be prepaid, in its entirety (including the
         ----------
principal sum and interest accrued to the date of payment) without penalty or
premium; provided that prepayment cannot take place after the Company has filed
with the Securities and Exchange Commission a registration statement on Form S-
1, Form SB-1 or Form SB-2 (or any similar or successor form) for an Initial
Public Offering and for so long as any such registration statement remains
pending.

     6.  Usury Savings Clause.  The Company and the Noteholder intend to comply
         --------------------
at all times with applicable usury laws.  If at any time such laws would render
usurious any amounts due under this Note under applicable law, then it is the
Company's and the Noteholder's express intention that the Company not be
required to pay interest on this Note at a rate in excess of the maximum lawful
rate, that the provisions of this Section 6 shall control over all other
provisions of this Note which may be in apparent conflict hereunder, that such
excess amount shall be immediately credited to the principal balance of this
Note (or, if this Note has been fully paid, refunded by the Noteholder to the
Company), and the provisions hereof shall immediately be reformed and the
amounts thereafter decreased, so as to comply with the then applicable usury
law, but so as to permit the recovery of the fullest amount otherwise due under
this Note.
<PAGE>

     7.  Disclosure.  The Company agrees, for a period of two years following
         ----------
the date of this Agreement, to use reasonable commercial efforts to:

          (a)  make and keep material public information available within the
meaning of Rule 144(c) of the Securities Act at all times after ninety (90) days
after the closing of the Initial Public Offering; and

          (b) file with the SEC in a timely manner all reports and other
material documents required of the Company under the Securities Act and the
Securities Exchange Act of 1934, as amended (the "Exchange Act").

     8.  General Provisions.
         ------------------

          8.1  Notices.  All notices and other communications required or
               -------
permitted hereunder shall be effective upon receipt (or refusal of receipt) and
shall be in writing and delivered by depositing the same in United States mail,
addressed to the party to be notified, postage prepaid and registered or
certified with return receipt requested, by delivering the same in person to
such party or to an officer or agent of such party, as follows:


               (i) If mailed or delivered to the Company, to each of the
following, using two separate mailings or deliveries:

                         DoveBid, Inc.
                         1241 East Hillsdale Blvd.
                         Foster City, CA 94404
                         Attn: Cory Ravid, Chief Financial Officer

                         DoveBid, Inc.
                         1241 East Hillsdale Blvd.
                         Foster City, CA 94404
                         Attn: Anthony Capobianco, Vice President and General
                             Counsel

               (ii) If mailed or delivered to the Payee, addressed to him at the
following address or fax number:

                         the Norman Levy Qualified Terminable Interest Marital
                         Trust
                         c/o Milton Zussman
                         300 Park Street, Suite 285
                         Birmingham, Michigan 48009

or to such other address as any party hereto shall specify in writing to the
other parties hereto pursuant to this Section 8.1 from time to time. Such notice
shall be effective only upon actual receipt.
<PAGE>

          8.2  Severability; Headings.  In case any provision of this Note shall
               ----------------------
be invalid, illegal or unenforceable, the validity, legality and enforceability
of the remaining provisions shall not in any way be affected or impaired
thereby, unless to do so would deprive the Noteholder or the Company of a
substantial part of its bargain.  All headings used herein are used for
convenience only and shall not be used to construe or interpret this Note.

          8.3  Noteholder Representations and Status.  By accepting this Note,
               -------------------------------------
the Payee and any other Noteholder each acknowledges, represents and warrants
that (i) this Note and Conversion Stock issued hereunder are being acquired for
investment, solely for its own account and not as a nominee for any other person
or entity, and that it will not offer, sell or otherwise dispose of this Note or
any Conversion Stock except as expressly permitted by this Note and under
circumstances which will not result in a violation of the Securities Act or
applicable state securities laws, and (ii) it is an "accredited investor" with
the meaning of Rule 501(a) of Regulation D promulgated under the Securities Act.

          8.4  Assignment.  Neither this Note nor any right or obligation
               ----------
hereunder may be assigned or delegated by Payee without the prior written
consent of Company.  Neither this Note nor any right or obligation hereunder may
be assigned or delegated by Company without the prior written consent of Payee,
except pursuant to a merger in which Company is a party, or pursuant to a sale
or other transfer of substantially all of the assets of Company.  Any purported
assignment in violation of this paragraph shall be void.

          8.5  Amendment; Waiver.  Any provision of this Note may be amended or
               -----------------
modified only by a writing signed by both Company and Payee.  Compliance with
any provision of this Note may be waived only by a writing signed by the party
against which enforcement of the change, waiver, discharge or termination is
sought.

          8.6  Governing Law.  This Note shall be construed and enforced in
               -------------
accordance with, and governed by, the internal laws of the State of California,
excluding that body of law applicable to conflicts of laws.

              [The rest of this page is intentionally left blank.]
<PAGE>

     IN WITNESS WHEREOF, each party has caused this Note to be executed as of
the date first set forth above.

                              DOVEBID, INC.


                              By: /s/ Anthony Capobianco
                                 --------------------------------------
                              Name:  Anthony Capobianco
                              Title: Vice President and General Counsel


Acknowledged and Agreed to:

THE NORMAN LEVY QUALIFIED TERMINABLE INTEREST MARTIAL TRUST



By: /s/ Milton Y. Zussman
   ----------------------
Name: Milton Y. Zussman
Trustee



          [Execution Page to Convertible Subordinated Promissory Note]