<?xml version="1.0" encoding="UTF-8"?>

<!--XBRL Document Created with Wdesk from Workiva-->
<!--Copyright 2022 Workiva-->
<!--r:f8bdabd3-c44a-490e-919a-141caf989f42,g:ac6495ef-5a0e-47cb-9c3c-8faa52e3645d-->
<xs:schema xmlns:xs="http://www.w3.org/2001/XMLSchema" xmlns:link="http://www.xbrl.org/2003/linkbase" xmlns:wdq="http://www.renttherunway.com/20220731" xmlns:xbrli="http://www.xbrl.org/2003/instance" xmlns:dtr-types="http://www.xbrl.org/dtr/type/2020-01-21" xmlns:xbrldt="http://xbrl.org/2005/xbrldt" attributeFormDefault="unqualified" elementFormDefault="qualified" targetNamespace="http://www.renttherunway.com/20220731">
  <xs:import namespace="http://fasb.org/srt/2021-01-31" schemaLocation="https://xbrl.fasb.org/srt/2021/elts/srt-2021-01-31.xsd"/>
  <xs:import namespace="http://fasb.org/us-gaap/2021-01-31" schemaLocation="https://xbrl.fasb.org/us-gaap/2021/elts/us-gaap-2021-01-31.xsd"/>
  <xs:import namespace="http://www.w3.org/1999/xlink" schemaLocation="http://www.xbrl.org/2003/xlink-2003-12-31.xsd"/>
  <xs:import namespace="http://www.xbrl.org/2003/instance" schemaLocation="http://www.xbrl.org/2003/xbrl-instance-2003-12-31.xsd"/>
  <xs:import namespace="http://www.xbrl.org/2003/linkbase" schemaLocation="http://www.xbrl.org/2003/xbrl-linkbase-2003-12-31.xsd"/>
  <xs:import namespace="http://www.xbrl.org/dtr/type/2020-01-21" schemaLocation="https://www.xbrl.org/dtr/type/2020-01-21/types.xsd"/>
  <xs:import namespace="http://xbrl.org/2005/xbrldt" schemaLocation="http://www.xbrl.org/2005/xbrldt-2005.xsd"/>
  <xs:import namespace="http://xbrl.sec.gov/dei/2021q4" schemaLocation="https://xbrl.sec.gov/dei/2021q4/dei-2021q4.xsd"/>
  <xs:annotation>
    <xs:appinfo>
      <link:linkbaseRef xmlns:xlink="http://www.w3.org/1999/xlink" xlink:arcrole="http://www.w3.org/1999/xlink/properties/linkbase" xlink:href="wdq-20220731_lab.xml" xlink:role="http://www.xbrl.org/2003/role/labelLinkbaseRef" xlink:type="simple"/>
      <link:linkbaseRef xmlns:xlink="http://www.w3.org/1999/xlink" xlink:arcrole="http://www.w3.org/1999/xlink/properties/linkbase" xlink:href="wdq-20220731_pre.xml" xlink:role="http://www.xbrl.org/2003/role/presentationLinkbaseRef" xlink:type="simple"/>
      <link:linkbaseRef xmlns:xlink="http://www.w3.org/1999/xlink" xlink:arcrole="http://www.w3.org/1999/xlink/properties/linkbase" xlink:href="wdq-20220731_cal.xml" xlink:role="http://www.xbrl.org/2003/role/calculationLinkbaseRef" xlink:type="simple"/>
      <link:linkbaseRef xmlns:xlink="http://www.w3.org/1999/xlink" xlink:arcrole="http://www.w3.org/1999/xlink/properties/linkbase" xlink:href="wdq-20220731_def.xml" xlink:role="http://www.xbrl.org/2003/role/definitionLinkbaseRef" xlink:type="simple"/>
      <link:roleType id="Cover" roleURI="http://www.renttherunway.com/role/Cover">
        <link:definition>0001001 - Document - Cover</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="CondensedConsolidatedBalanceSheets" roleURI="http://www.renttherunway.com/role/CondensedConsolidatedBalanceSheets">
        <link:definition>1001002 - Statement - Condensed Consolidated Balance Sheets</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="CondensedConsolidatedBalanceSheetsParenthetical" roleURI="http://www.renttherunway.com/role/CondensedConsolidatedBalanceSheetsParenthetical">
        <link:definition>1002003 - Statement - Condensed Consolidated Balance Sheets (Parenthetical)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="CondensedConsolidatedStatementsofOperations" roleURI="http://www.renttherunway.com/role/CondensedConsolidatedStatementsofOperations">
        <link:definition>1003004 - Statement - Condensed Consolidated Statements of Operations</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="CondensedConsolidatedStatementsofChangesinRedeemablePreferredStockandStockholdersEquityDeficit" roleURI="http://www.renttherunway.com/role/CondensedConsolidatedStatementsofChangesinRedeemablePreferredStockandStockholdersEquityDeficit">
        <link:definition>1004005 - Statement - Condensed Consolidated Statements of Changes in Redeemable Preferred Stock and Stockholders&#8217; Equity (Deficit)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="CondensedConsolidatedStatementsofCashFlows" roleURI="http://www.renttherunway.com/role/CondensedConsolidatedStatementsofCashFlows">
        <link:definition>1005006 - Statement - Condensed Consolidated Statements of Cash Flows</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="Business" roleURI="http://www.renttherunway.com/role/Business">
        <link:definition>2101101 - Disclosure - Business</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="BusinessDetails" roleURI="http://www.renttherunway.com/role/BusinessDetails">
        <link:definition>2402401 - Disclosure - Business (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="SummaryofSignificantAccountingPolicies" roleURI="http://www.renttherunway.com/role/SummaryofSignificantAccountingPolicies">
        <link:definition>2103102 - Disclosure - Summary of Significant Accounting Policies</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="SummaryofSignificantAccountingPoliciesPolicies" roleURI="http://www.renttherunway.com/role/SummaryofSignificantAccountingPoliciesPolicies">
        <link:definition>2204201 - Disclosure - Summary of Significant Accounting Policies (Policies)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="SummaryofSignificantAccountingPoliciesTables" roleURI="http://www.renttherunway.com/role/SummaryofSignificantAccountingPoliciesTables">
        <link:definition>2305301 - Disclosure - Summary of Significant Accounting Policies (Tables)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="SummaryofSignificantAccountingPoliciesNarrativeDetails" roleURI="http://www.renttherunway.com/role/SummaryofSignificantAccountingPoliciesNarrativeDetails">
        <link:definition>2406402 - Disclosure - Summary of Significant Accounting Policies - Narrative (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="SummaryofSignificantAccountingPoliciesEstimatedUsefulLivesandSalvageValuesDetails" roleURI="http://www.renttherunway.com/role/SummaryofSignificantAccountingPoliciesEstimatedUsefulLivesandSalvageValuesDetails">
        <link:definition>2407403 - Disclosure - Summary of Significant Accounting Policies - Estimated Useful Lives and Salvage Values (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="Liquidity" roleURI="http://www.renttherunway.com/role/Liquidity">
        <link:definition>2108103 - Disclosure - Liquidity</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="LiquidityDetails" roleURI="http://www.renttherunway.com/role/LiquidityDetails">
        <link:definition>2409404 - Disclosure - Liquidity (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="LeasesLesseeAccounting" roleURI="http://www.renttherunway.com/role/LeasesLesseeAccounting">
        <link:definition>2110104 - Disclosure - Leases - Lessee Accounting</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="LeasesLesseeAccountingTables" roleURI="http://www.renttherunway.com/role/LeasesLesseeAccountingTables">
        <link:definition>2311302 - Disclosure - Leases - Lessee Accounting (Tables)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="LeasesLesseeAccountingNarrativeDetails" roleURI="http://www.renttherunway.com/role/LeasesLesseeAccountingNarrativeDetails">
        <link:definition>2412405 - Disclosure - Leases - Lessee Accounting - Narrative (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="LeasesLesseeAccountingMaturitiesofOperatingandFinancingLeaseObligationsDetails" roleURI="http://www.renttherunway.com/role/LeasesLesseeAccountingMaturitiesofOperatingandFinancingLeaseObligationsDetails">
        <link:definition>2413406 - Disclosure - Leases - Lessee Accounting - Maturities of Operating and Financing Lease Obligations (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="LeasesLesseeAccountingMaturitiesofOperatingandFinancingLeaseObligationsDetails_1" roleURI="http://www.renttherunway.com/role/LeasesLesseeAccountingMaturitiesofOperatingandFinancingLeaseObligationsDetails_1">
        <link:definition>2413406 - Disclosure - Leases - Lessee Accounting - Maturities of Operating and Financing Lease Obligations (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="RentalProductNet" roleURI="http://www.renttherunway.com/role/RentalProductNet">
        <link:definition>2114105 - Disclosure - Rental Product, Net</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="RentalProductNetTables" roleURI="http://www.renttherunway.com/role/RentalProductNetTables">
        <link:definition>2315303 - Disclosure - Rental Product, Net (Tables)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="RentalProductNetRentalProductBreakdownDetails" roleURI="http://www.renttherunway.com/role/RentalProductNetRentalProductBreakdownDetails">
        <link:definition>2416407 - Disclosure - Rental Product, Net - Rental Product Breakdown (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="RentalProductNetNarrativeDetails" roleURI="http://www.renttherunway.com/role/RentalProductNetNarrativeDetails">
        <link:definition>2417408 - Disclosure - Rental Product, Net - Narrative (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="LongTermDebt" roleURI="http://www.renttherunway.com/role/LongTermDebt">
        <link:definition>2118106 - Disclosure - Long-Term Debt</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="LongTermDebtTables" roleURI="http://www.renttherunway.com/role/LongTermDebtTables">
        <link:definition>2319304 - Disclosure - Long-Term Debt (Tables)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="LongTermDebtScheduleofLongTermDebtDetails" roleURI="http://www.renttherunway.com/role/LongTermDebtScheduleofLongTermDebtDetails">
        <link:definition>2420409 - Disclosure - Long-Term Debt - Schedule of Long-Term Debt (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="LongTermDebtScheduleofLongTermDebtDetails_1" roleURI="http://www.renttherunway.com/role/LongTermDebtScheduleofLongTermDebtDetails_1">
        <link:definition>2420409 - Disclosure - Long-Term Debt - Schedule of Long-Term Debt (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="LongTermDebtNarrativeDetails" roleURI="http://www.renttherunway.com/role/LongTermDebtNarrativeDetails">
        <link:definition>2421410 - Disclosure - Long-Term Debt - Narrative (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="IncomeTaxes" roleURI="http://www.renttherunway.com/role/IncomeTaxes">
        <link:definition>2122107 - Disclosure - Income Taxes</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="IncomeTaxesDetails" roleURI="http://www.renttherunway.com/role/IncomeTaxesDetails">
        <link:definition>2423411 - Disclosure - Income Taxes (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="AccruedExpensesandOtherCurrentLiabilities" roleURI="http://www.renttherunway.com/role/AccruedExpensesandOtherCurrentLiabilities">
        <link:definition>2124108 - Disclosure - Accrued Expenses and Other Current Liabilities</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="AccruedExpensesandOtherCurrentLiabilitiesTables" roleURI="http://www.renttherunway.com/role/AccruedExpensesandOtherCurrentLiabilitiesTables">
        <link:definition>2325305 - Disclosure - Accrued Expenses and Other Current Liabilities (Tables)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="AccruedExpensesandOtherCurrentLiabilitiesDetails" roleURI="http://www.renttherunway.com/role/AccruedExpensesandOtherCurrentLiabilitiesDetails">
        <link:definition>2426412 - Disclosure - Accrued Expenses and Other Current Liabilities (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="FairValueMeasurements" roleURI="http://www.renttherunway.com/role/FairValueMeasurements">
        <link:definition>2127109 - Disclosure - Fair Value Measurements</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="FairValueMeasurementsTables" roleURI="http://www.renttherunway.com/role/FairValueMeasurementsTables">
        <link:definition>2328306 - Disclosure - Fair Value Measurements (Tables)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="FairValueMeasurementsNarrativeDetails" roleURI="http://www.renttherunway.com/role/FairValueMeasurementsNarrativeDetails">
        <link:definition>2429413 - Disclosure - Fair Value Measurements - Narrative (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="FairValueMeasurementsLiabilitiesMeasuredonRecurringBasisDetails" roleURI="http://www.renttherunway.com/role/FairValueMeasurementsLiabilitiesMeasuredonRecurringBasisDetails">
        <link:definition>2430414 - Disclosure - Fair Value Measurements - Liabilities Measured on Recurring Basis (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="RedeemablePreferredStock" roleURI="http://www.renttherunway.com/role/RedeemablePreferredStock">
        <link:definition>2131110 - Disclosure - Redeemable Preferred Stock</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="RedeemablePreferredStockDetails" roleURI="http://www.renttherunway.com/role/RedeemablePreferredStockDetails">
        <link:definition>2432415 - Disclosure - Redeemable Preferred Stock (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="StockholdersEquity" roleURI="http://www.renttherunway.com/role/StockholdersEquity">
        <link:definition>2133111 - Disclosure - Stockholders' Equity</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="StockholdersEquityTables" roleURI="http://www.renttherunway.com/role/StockholdersEquityTables">
        <link:definition>2334307 - Disclosure - Stockholders' Equity (Tables)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="StockholdersEquityNarrativeDetails" roleURI="http://www.renttherunway.com/role/StockholdersEquityNarrativeDetails">
        <link:definition>2435416 - Disclosure - Stockholders' Equity - Narrative (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="StockholdersEquityWarrantsDetails" roleURI="http://www.renttherunway.com/role/StockholdersEquityWarrantsDetails">
        <link:definition>2436417 - Disclosure - Stockholders' Equity - Warrants (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="SharebasedCompensationPlans" roleURI="http://www.renttherunway.com/role/SharebasedCompensationPlans">
        <link:definition>2137112 - Disclosure - Share-based Compensation Plans</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="SharebasedCompensationPlansTables" roleURI="http://www.renttherunway.com/role/SharebasedCompensationPlansTables">
        <link:definition>2338308 - Disclosure - Share-based Compensation Plans (Tables)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="SharebasedCompensationPlansNarrativeDetails" roleURI="http://www.renttherunway.com/role/SharebasedCompensationPlansNarrativeDetails">
        <link:definition>2439418 - Disclosure - Share-based Compensation Plans - Narrative (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="SharebasedCompensationPlansStockOptionActivityDetails" roleURI="http://www.renttherunway.com/role/SharebasedCompensationPlansStockOptionActivityDetails">
        <link:definition>2440419 - Disclosure - Share-based Compensation Plans - Stock Option Activity (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="SharebasedCompensationPlansRSUActivityDetails" roleURI="http://www.renttherunway.com/role/SharebasedCompensationPlansRSUActivityDetails">
        <link:definition>2441420 - Disclosure - Share-based Compensation Plans - RSU Activity (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="SharebasedCompensationPlansClassificationofSharebasedCompensationExpenseDetails" roleURI="http://www.renttherunway.com/role/SharebasedCompensationPlansClassificationofSharebasedCompensationExpenseDetails">
        <link:definition>2442421 - Disclosure - Share-based Compensation Plans - Classification of Share-based Compensation Expense (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="NetLossperShareAttributabletoCommonStockholders" roleURI="http://www.renttherunway.com/role/NetLossperShareAttributabletoCommonStockholders">
        <link:definition>2143113 - Disclosure - Net Loss per Share Attributable to Common Stockholders</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="NetLossperShareAttributabletoCommonStockholdersTables" roleURI="http://www.renttherunway.com/role/NetLossperShareAttributabletoCommonStockholdersTables">
        <link:definition>2344309 - Disclosure - Net Loss per Share Attributable to Common Stockholders (Tables)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="NetLossperShareAttributabletoCommonStockholdersScheduleofEarningsPerShareBasicandDilutedDetails" roleURI="http://www.renttherunway.com/role/NetLossperShareAttributabletoCommonStockholdersScheduleofEarningsPerShareBasicandDilutedDetails">
        <link:definition>2445422 - Disclosure - Net Loss per Share Attributable to Common Stockholders - Schedule of Earnings Per Share, Basic and Diluted (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="NetLossperShareAttributabletoCommonStockholdersScheduleofAntidilutiveSecuritiesDetails" roleURI="http://www.renttherunway.com/role/NetLossperShareAttributabletoCommonStockholdersScheduleofAntidilutiveSecuritiesDetails">
        <link:definition>2446423 - Disclosure - Net Loss per Share Attributable to Common Stockholders - Schedule of Antidilutive Securities (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="NetLossperShareAttributabletoCommonStockholdersNarrativeDetails" roleURI="http://www.renttherunway.com/role/NetLossperShareAttributabletoCommonStockholdersNarrativeDetails">
        <link:definition>2447424 - Disclosure - Net Loss per Share Attributable to Common Stockholders - Narrative (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="CommitmentandContingencies" roleURI="http://www.renttherunway.com/role/CommitmentandContingencies">
        <link:definition>2148114 - Disclosure - Commitment and Contingencies</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="CommitmentandContingenciesDetails" roleURI="http://www.renttherunway.com/role/CommitmentandContingenciesDetails">
        <link:definition>2449425 - Disclosure - Commitment and Contingencies (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="SubsequentEvents" roleURI="http://www.renttherunway.com/role/SubsequentEvents">
        <link:definition>2150115 - Disclosure - Subsequent Events</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
      <link:roleType id="SubsequentEventsDetails" roleURI="http://www.renttherunway.com/role/SubsequentEventsDetails">
        <link:definition>2451426 - Disclosure - Subsequent Events (Details)</link:definition>
        <link:usedOn>link:presentationLink</link:usedOn>
        <link:usedOn>link:calculationLink</link:usedOn>
        <link:usedOn>link:definitionLink</link:usedOn>
      </link:roleType>
    </xs:appinfo>
  </xs:annotation>
  <xs:element id="wdq_DebtInstrumentUnamortizedDiscountAllocatedToWarrantsIssued" abstract="false" name="DebtInstrumentUnamortizedDiscountAllocatedToWarrantsIssued" nillable="true" xbrli:periodType="instant" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_CustomerCreditLiabilitiesCurrent" abstract="false" name="CustomerCreditLiabilitiesCurrent" nillable="true" xbrli:periodType="instant" xbrli:balance="credit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_AssetsHeldForSaleRentalProduct" abstract="false" name="AssetsHeldForSaleRentalProduct" nillable="true" xbrli:periodType="instant" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_AccumulatedDepreciationDepletionAndAmortizationRentalProduct" abstract="false" name="AccumulatedDepreciationDepletionAndAmortizationRentalProduct" nillable="true" xbrli:periodType="instant" xbrli:balance="credit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_DepreciationExpenseAndWriteOffRentalProduct" abstract="false" name="DepreciationExpenseAndWriteOffRentalProduct" nillable="true" xbrli:periodType="duration" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_LiquidityAndImpactOfCovid19PandemicTextBlock" abstract="false" name="LiquidityAndImpactOfCovid19PandemicTextBlock" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:textBlockItemType"/>
  <xs:element id="wdq_RentalProductLineItems" abstract="true" name="RentalProductLineItems" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="xbrli:stringItemType"/>
  <xs:element id="wdq_LesseeOperatingLeaseLiabilityToBePaidReduction" abstract="false" name="LesseeOperatingLeaseLiabilityToBePaidReduction" nillable="true" xbrli:periodType="duration" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_NumberOfStyles" abstract="false" name="NumberOfStyles" nillable="true" xbrli:periodType="instant" substitutionGroup="xbrli:item" type="xbrli:integerItemType"/>
  <xs:element id="wdq_ScheduleOfRentalProductTableTextBlock" abstract="false" name="ScheduleOfRentalProductTableTextBlock" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:textBlockItemType"/>
  <xs:element id="wdq_IncreaseDecreaseInPrepaidExpenseAndOtherAssetsCurrent" abstract="false" name="IncreaseDecreaseInPrepaidExpenseAndOtherAssetsCurrent" nillable="true" xbrli:periodType="duration" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_LiabilityClassifiedCommonStockWarrantsMember" abstract="true" name="LiabilityClassifiedCommonStockWarrantsMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_DoubleHelixTemasekEquityClassifiedCommonStockWarrantsOneIssuedJuly2018Member" abstract="true" name="DoubleHelixTemasekEquityClassifiedCommonStockWarrantsOneIssuedJuly2018Member" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_SeriesGRedeemablePreferredStockMember" abstract="true" name="SeriesGRedeemablePreferredStockMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardsExcludedBecausePerformanceVestingConditionsNotMet" abstract="false" name="ShareBasedCompensationArrangementByShareBasedPaymentAwardAwardsExcludedBecausePerformanceVestingConditionsNotMet" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="xbrli:sharesItemType"/>
  <xs:element id="wdq_CashCollateralizedStandbyLettersOfCreditMember" abstract="true" name="CashCollateralizedStandbyLettersOfCreditMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_TriplePointEquityClassifiedCommonStockWarrantsIssuedSeptember2016Member" abstract="true" name="TriplePointEquityClassifiedCommonStockWarrantsIssuedSeptember2016Member" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_CommonStockWarrantMember" abstract="true" name="CommonStockWarrantMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_NumberOfBrandPartners" abstract="false" name="NumberOfBrandPartners" nillable="true" xbrli:periodType="instant" substitutionGroup="xbrli:item" type="xbrli:integerItemType"/>
  <xs:element id="wdq_RevenueSharePayable" abstract="false" name="RevenueSharePayable" nillable="true" xbrli:periodType="instant" xbrli:balance="credit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_RestructuringAndRelatedCostEstimatedFutureCostSavings" abstract="false" name="RestructuringAndRelatedCostEstimatedFutureCostSavings" nillable="true" xbrli:periodType="instant" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_RentalProductNet" abstract="false" name="RentalProductNet" nillable="true" xbrli:periodType="instant" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_AccessoriesMember" abstract="true" name="AccessoriesMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_DoubleHelixTemasekEquityClassifiedCommonStockWarrantsTwoIssuedOctober2021Member" abstract="true" name="DoubleHelixTemasekEquityClassifiedCommonStockWarrantsTwoIssuedOctober2021Member" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsExercisedInPeriod" abstract="false" name="ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsExercisedInPeriod" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="xbrli:sharesItemType"/>
  <xs:element id="wdq_ProceedsFromIssuanceOfIPONet" abstract="false" name="ProceedsFromIssuanceOfIPONet" nillable="true" xbrli:periodType="duration" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_LiquidityAndImpactOfCovid19PandemicAbstract" abstract="true" name="LiquidityAndImpactOfCovid19PandemicAbstract" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="xbrli:stringItemType"/>
  <xs:element id="wdq_ReceiptOfFixedAssetsPriorPeriod" abstract="false" name="ReceiptOfFixedAssetsPriorPeriod" nillable="true" xbrli:periodType="duration" xbrli:balance="credit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_AresTermLoanMember" abstract="true" name="AresTermLoanMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_TemasekFacilityAmendmentMember" abstract="true" name="TemasekFacilityAmendmentMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_DepreciationExpenseRentalProductAndRevenueShare" abstract="false" name="DepreciationExpenseRentalProductAndRevenueShare" nillable="true" xbrli:periodType="duration" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_TriplePointEquityClassifiedCommonStockWarrantsIssuedSeptember2017Member" abstract="true" name="TriplePointEquityClassifiedCommonStockWarrantsIssuedSeptember2017Member" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_AccruedOperatingAndGeneralLiabilitiesCurrent" abstract="false" name="AccruedOperatingAndGeneralLiabilitiesCurrent" nillable="true" xbrli:periodType="instant" xbrli:balance="credit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_DebtInstrumentPaymentInKindInterest" abstract="false" name="DebtInstrumentPaymentInKindInterest" nillable="true" xbrli:periodType="instant" xbrli:balance="credit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_ContractWithCustomerLiabilityRevenueRecognizedIncludingOpeningBalance" abstract="false" name="ContractWithCustomerLiabilityRevenueRecognizedIncludingOpeningBalance" nillable="true" xbrli:periodType="duration" xbrli:balance="credit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_IncreaseDecreaseInOperatingLeaseRightOfUseAsset" abstract="false" name="IncreaseDecreaseInOperatingLeaseRightOfUseAsset" nillable="true" xbrli:periodType="duration" xbrli:balance="credit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_TemporaryEquityStockIssuedDuringPeriodSharesNewIssues" abstract="false" name="TemporaryEquityStockIssuedDuringPeriodSharesNewIssues" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="xbrli:sharesItemType"/>
  <xs:element id="wdq_TemasekFacilityAndAmendedTemasekFacilityMember" abstract="true" name="TemasekFacilityAndAmendedTemasekFacilityMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_DebtInstrumentCovenantTermsExitPaymentToBePaid" abstract="false" name="DebtInstrumentCovenantTermsExitPaymentToBePaid" nillable="true" xbrli:periodType="duration" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_TriplePointEquityClassifiedCommonStockWarrantsIssuedNovember2015Member" abstract="true" name="TriplePointEquityClassifiedCommonStockWarrantsIssuedNovember2015Member" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_A2021PlanMember" abstract="true" name="A2021PlanMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_OperatingLeaseLessorTimeForOrderPlacement" abstract="false" name="OperatingLeaseLessorTimeForOrderPlacement" nillable="true" xbrli:periodType="instant" substitutionGroup="xbrli:item" type="xbrli:durationItemType"/>
  <xs:element id="wdq_PaymentsToAcquirePropertyPlantAndEquipmentAndIntangibleAssets" abstract="false" name="PaymentsToAcquirePropertyPlantAndEquipmentAndIntangibleAssets" nillable="true" xbrli:periodType="duration" xbrli:balance="credit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_DepreciationExpenseAndWriteOffRentalProductAndRentalProductSold" abstract="false" name="DepreciationExpenseAndWriteOffRentalProductAndRentalProductSold" nillable="true" xbrli:periodType="duration" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_ProceedsFromLiquidationOfRentalProduct" abstract="false" name="ProceedsFromLiquidationOfRentalProduct" nillable="true" xbrli:periodType="duration" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_LesseeOperatingLeaseLiabilityToBePaidDueAfterYearFour" abstract="false" name="LesseeOperatingLeaseLiabilityToBePaidDueAfterYearFour" nillable="true" xbrli:periodType="instant" xbrli:balance="credit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_RentalProductWriteOff" abstract="false" name="RentalProductWriteOff" nillable="true" xbrli:periodType="duration" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_NumberOfFloorsTerminatedFromLease" abstract="false" name="NumberOfFloorsTerminatedFromLease" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="xbrli:integerItemType"/>
  <xs:element id="wdq_RentalProductTable" abstract="true" name="RentalProductTable" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrldt:hypercubeItem" type="xbrli:stringItemType"/>
  <xs:element id="wdq_DebtInstrumentCovenantTermsMinimumLiquidityMaintenance" abstract="false" name="DebtInstrumentCovenantTermsMinimumLiquidityMaintenance" nillable="true" xbrli:periodType="instant" xbrli:balance="credit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_CommonStockSharesExchanged" abstract="false" name="CommonStockSharesExchanged" nillable="true" xbrli:periodType="instant" substitutionGroup="xbrli:item" type="xbrli:sharesItemType"/>
  <xs:element id="wdq_RentalProductTableTextBlock" abstract="false" name="RentalProductTableTextBlock" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:textBlockItemType"/>
  <xs:element id="wdq_ApparelAndAccessoriesMember" abstract="true" name="ApparelAndAccessoriesMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_RentalProductDisclosureTextBlock" abstract="false" name="RentalProductDisclosureTextBlock" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:textBlockItemType"/>
  <xs:element id="wdq_AcceleratedDepreciationRentalProductHeldForSale" abstract="false" name="AcceleratedDepreciationRentalProductHeldForSale" nillable="true" xbrli:periodType="duration" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_TriplePointEquityClassifiedCommonStockWarrantsIssuedApril2018Member" abstract="true" name="TriplePointEquityClassifiedCommonStockWarrantsIssuedApril2018Member" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_SubsequentTemasekCommitmentsMember" abstract="true" name="SubsequentTemasekCommitmentsMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_DebtInstrumentPeriodicPaymentPrincipalPercent" abstract="false" name="DebtInstrumentPeriodicPaymentPrincipalPercent" nillable="true" xbrli:periodType="instant" substitutionGroup="xbrli:item" type="dtr-types:percentItemType"/>
  <xs:element id="wdq_MarketingExpenseMember" abstract="true" name="MarketingExpenseMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_OperatingLeaseLiabilitiesAdjustmentForLeaseModification" abstract="false" name="OperatingLeaseLiabilitiesAdjustmentForLeaseModification" nillable="true" xbrli:periodType="duration" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_TemasekTermLoanMember" abstract="true" name="TemasekTermLoanMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_RentalProductSalvageValue" abstract="false" name="RentalProductSalvageValue" nillable="true" xbrli:periodType="instant" substitutionGroup="xbrli:item" type="dtr-types:percentItemType"/>
  <xs:element id="wdq_PaymentsForUnderwritingDiscount" abstract="false" name="PaymentsForUnderwritingDiscount" nillable="true" xbrli:periodType="duration" xbrli:balance="credit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_GainLossOnLiquidationOfRentalProduct" abstract="false" name="GainLossOnLiquidationOfRentalProduct" nillable="true" xbrli:periodType="duration" xbrli:balance="credit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_TriplePointEquityClassifiedCommonStockWarrantsIssuedNovember2016Member" abstract="true" name="TriplePointEquityClassifiedCommonStockWarrantsIssuedNovember2016Member" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_RentalProductGross" abstract="false" name="RentalProductGross" nillable="true" xbrli:periodType="instant" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_IncreaseDecreaseInAccountsPayableAccruedLiabilitiesAndOtherLiabilitiesCurrent" abstract="false" name="IncreaseDecreaseInAccountsPayableAccruedLiabilitiesAndOtherLiabilitiesCurrent" nillable="true" xbrli:periodType="duration" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_FinanceLeaseLiabilityToBePaidDueAfterYearFour" abstract="false" name="FinanceLeaseLiabilityToBePaidDueAfterYearFour" nillable="true" xbrli:periodType="instant" xbrli:balance="credit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_AccruedLiabilitiesAndOtherLiabilitiesCurrent" abstract="false" name="AccruedLiabilitiesAndOtherLiabilitiesCurrent" nillable="true" xbrli:periodType="instant" xbrli:balance="credit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_TriplePointEquityClassifiedCommonStockWarrantsIssuedJanuary2018Member" abstract="true" name="TriplePointEquityClassifiedCommonStockWarrantsIssuedJanuary2018Member" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_OperatingLeaseRightOfUseAssetAdjustmentForLeaseModification" abstract="false" name="OperatingLeaseRightOfUseAssetAdjustmentForLeaseModification" nillable="true" xbrli:periodType="duration" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_DebtInstrumentInterestRateStatedPercentagePaidInKind" abstract="false" name="DebtInstrumentInterestRateStatedPercentagePaidInKind" nillable="true" xbrli:periodType="instant" substitutionGroup="xbrli:item" type="dtr-types:percentItemType"/>
  <xs:element id="wdq_VotingRightsOfCommonStockVotes" abstract="false" name="VotingRightsOfCommonStockVotes" nillable="true" xbrli:periodType="instant" substitutionGroup="xbrli:item" type="xbrli:decimalItemType"/>
  <xs:element id="wdq_ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsExercisesInPeriodWeightedAverageGrantDateFairValue" abstract="false" name="ShareBasedCompensationArrangementByShareBasedPaymentAwardEquityInstrumentsOtherThanOptionsExercisesInPeriodWeightedAverageGrantDateFairValue" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:perShareItemType"/>
  <xs:element id="wdq_A2019PlanMember" abstract="true" name="A2019PlanMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_ApparelRentalProductMember" abstract="true" name="ApparelRentalProductMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_ReceiptOfRentalProductPriorPeriod" abstract="false" name="ReceiptOfRentalProductPriorPeriod" nillable="true" xbrli:periodType="duration" xbrli:balance="credit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_DebtInstrumentInterestRateStatedPercentageCash" abstract="false" name="DebtInstrumentInterestRateStatedPercentageCash" nillable="true" xbrli:periodType="instant" substitutionGroup="xbrli:item" type="dtr-types:percentItemType"/>
  <xs:element id="wdq_OtherDepreciationAmortizationAndPropertyPlantAndEquipmentWriteOffs" abstract="false" name="OtherDepreciationAmortizationAndPropertyPlantAndEquipmentWriteOffs" nillable="true" xbrli:periodType="duration" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_TriplePointEquityClassifiedCommonStockWarrantsIssuedJune2016Member" abstract="true" name="TriplePointEquityClassifiedCommonStockWarrantsIssuedJune2016Member" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_DebtInstrumentConvertedInstrumentExtensionAmount" abstract="false" name="DebtInstrumentConvertedInstrumentExtensionAmount" nillable="true" xbrli:periodType="duration" xbrli:balance="credit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_TriplePointEquityClassifiedCommonStockWarrantsIssuedJune2017Member" abstract="true" name="TriplePointEquityClassifiedCommonStockWarrantsIssuedJune2017Member" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_AccountingPoliciesLineItems" abstract="true" name="AccountingPoliciesLineItems" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="xbrli:stringItemType"/>
  <xs:element id="wdq_PreferredStockWarrantMember" abstract="true" name="PreferredStockWarrantMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_TechnologyExpenseMember" abstract="true" name="TechnologyExpenseMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_DebtInstrumentFaceAmountAdditionalBorrowingCapacity" abstract="false" name="DebtInstrumentFaceAmountAdditionalBorrowingCapacity" nillable="true" xbrli:periodType="instant" xbrli:balance="credit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_OperatingLeasePaymentsReimbursements" abstract="false" name="OperatingLeasePaymentsReimbursements" nillable="true" xbrli:periodType="duration" xbrli:balance="credit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_ProceedsFromSaleOfProductiveAssetsOperatingActivities" abstract="false" name="ProceedsFromSaleOfProductiveAssetsOperatingActivities" nillable="true" xbrli:periodType="duration" xbrli:balance="credit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_ApparelMember" abstract="true" name="ApparelMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_RentalProductAbstract" abstract="true" name="RentalProductAbstract" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="xbrli:stringItemType"/>
  <xs:element id="wdq_RentalProductExpendituresIncurredButNotYetPaid" abstract="false" name="RentalProductExpendituresIncurredButNotYetPaid" nillable="true" xbrli:periodType="duration" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_RentalProductUsefulLife" abstract="false" name="RentalProductUsefulLife" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="xbrli:durationItemType"/>
  <xs:element id="wdq_DebtInstrumentFeeAmendment" abstract="false" name="DebtInstrumentFeeAmendment" nillable="true" xbrli:periodType="instant" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_TechnologyExpenses" abstract="false" name="TechnologyExpenses" nillable="true" xbrli:periodType="duration" xbrli:balance="debit" substitutionGroup="xbrli:item" type="xbrli:monetaryItemType"/>
  <xs:element id="wdq_CommonStockWarrantsMember" abstract="true" name="CommonStockWarrantsMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_RentalProductPolicyTextBlock" abstract="false" name="RentalProductPolicyTextBlock" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:textBlockItemType"/>
  <xs:element id="wdq_InitialTemasekCommitmentsMember" abstract="true" name="InitialTemasekCommitmentsMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_AccessoriesRentalProductMember" abstract="true" name="AccessoriesRentalProductMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_EquityClassifiedCommonStockWarrantsMember" abstract="true" name="EquityClassifiedCommonStockWarrantsMember" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrli:item" type="dtr-types:domainItemType"/>
  <xs:element id="wdq_AccountingPoliciesTable" abstract="true" name="AccountingPoliciesTable" nillable="true" xbrli:periodType="duration" substitutionGroup="xbrldt:hypercubeItem" type="xbrli:stringItemType"/>
</xs:schema>
