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

<!--XBRL Document Created with the Workiva Platform-->
<!--Copyright 2026 Workiva-->
<!--r:019cde8c-dc3e-7b87-b5f4-574d1d46c52e,g:21912d0d-af93-45d7-adcd-71aee59d325a-->
<link:linkbase xmlns:link="http://www.xbrl.org/2003/linkbase" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.xbrl.org/2003/linkbase http://www.xbrl.org/2003/xbrl-linkbase-2003-12-31.xsd">
  <link:roleRef roleURI="http://www.sleepnumber.com/role/DocumentandEntityInformation" xlink:type="simple" xlink:href="snbr-20260312.xsd#DocumentandEntityInformation"/>
  <link:presentationLink xlink:role="http://www.sleepnumber.com/role/DocumentandEntityInformation" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_CoverAbstract"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_DocumentType_019cde8c-dc3e-7937-8c2f-46603b26b5bd" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_DocumentType"/>
    <link:presentationArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_DocumentType_019cde8c-dc3e-7937-8c2f-46603b26b5bd" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_DocumentPeriodEndDate_019cde8c-dc3e-7f36-b763-d91dacce5019" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_DocumentPeriodEndDate"/>
    <link:presentationArc order="2" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_DocumentPeriodEndDate_019cde8c-dc3e-7f36-b763-d91dacce5019" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityRegistrantName_019cde8c-dc3e-7961-82f2-d92ef028a821" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_EntityRegistrantName"/>
    <link:presentationArc order="3" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_EntityRegistrantName_019cde8c-dc3e-7961-82f2-d92ef028a821" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityCentralIndexKey_019cde8c-dc3e-7491-ac9f-583ba05a69c8" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_EntityCentralIndexKey"/>
    <link:presentationArc order="4" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_EntityCentralIndexKey_019cde8c-dc3e-7491-ac9f-583ba05a69c8" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_AmendmentFlag_019cde8c-dc3e-798d-a7a7-45ceeb8e0d7c" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_AmendmentFlag"/>
    <link:presentationArc order="5" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_AmendmentFlag_019cde8c-dc3e-798d-a7a7-45ceeb8e0d7c" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityIncorporationStateCountryCode_019cde8c-dc3e-724d-b1d7-c09cd11cd8dd" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_EntityIncorporationStateCountryCode"/>
    <link:presentationArc order="6" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_EntityIncorporationStateCountryCode_019cde8c-dc3e-724d-b1d7-c09cd11cd8dd" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityFileNumber_019cde8c-dc3e-7311-8126-0f151ccf5646" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_EntityFileNumber"/>
    <link:presentationArc order="7" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_EntityFileNumber_019cde8c-dc3e-7311-8126-0f151ccf5646" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityTaxIdentificationNumber_019cde8c-dc3e-7551-9f8e-d21982cdbaf4" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_EntityTaxIdentificationNumber"/>
    <link:presentationArc order="8" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_EntityTaxIdentificationNumber_019cde8c-dc3e-7551-9f8e-d21982cdbaf4" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityAddressAddressLine1_019cde8c-dc3e-7035-85f6-3251e50aa2e6" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_EntityAddressAddressLine1"/>
    <link:presentationArc order="9" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_EntityAddressAddressLine1_019cde8c-dc3e-7035-85f6-3251e50aa2e6" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityAddressCityOrTown_019cde8c-dc3e-797f-919c-29dbc031ac0f" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_EntityAddressCityOrTown"/>
    <link:presentationArc order="10" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_EntityAddressCityOrTown_019cde8c-dc3e-797f-919c-29dbc031ac0f" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityAddressStateOrProvince_019cde8c-dc3e-7f48-ad75-f1e163325944" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_EntityAddressStateOrProvince"/>
    <link:presentationArc order="11" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_EntityAddressStateOrProvince_019cde8c-dc3e-7f48-ad75-f1e163325944" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityAddressPostalZipCode_019cde8c-dc3e-73de-a5e7-4ffce230e862" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_EntityAddressPostalZipCode"/>
    <link:presentationArc order="12" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_EntityAddressPostalZipCode_019cde8c-dc3e-73de-a5e7-4ffce230e862" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_CityAreaCode_019cde8c-dc3e-76a9-b40d-522f2980c96c" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_CityAreaCode"/>
    <link:presentationArc order="13" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_CityAreaCode_019cde8c-dc3e-76a9-b40d-522f2980c96c" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_LocalPhoneNumber_019cde8c-dc3e-7be2-81dd-270e8b751857" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_LocalPhoneNumber"/>
    <link:presentationArc order="14" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_LocalPhoneNumber_019cde8c-dc3e-7be2-81dd-270e8b751857" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_WrittenCommunications_019cde8c-dc3e-7712-b719-c87eafeaefaf" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_WrittenCommunications"/>
    <link:presentationArc order="15" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_WrittenCommunications_019cde8c-dc3e-7712-b719-c87eafeaefaf" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_SolicitingMaterial_019cde8c-dc3e-7017-b53f-5ddf8eb3b833" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_SolicitingMaterial"/>
    <link:presentationArc order="16" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_SolicitingMaterial_019cde8c-dc3e-7017-b53f-5ddf8eb3b833" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_PreCommencementTenderOffer_019cde8c-dc3e-776d-b5cf-a30ca15a3470" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_PreCommencementTenderOffer"/>
    <link:presentationArc order="17" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_PreCommencementTenderOffer_019cde8c-dc3e-776d-b5cf-a30ca15a3470" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_PreCommencementIssuerTenderOffer_019cde8c-dc3e-7630-94f5-0c5129e4a2a6" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_PreCommencementIssuerTenderOffer"/>
    <link:presentationArc order="18" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_PreCommencementIssuerTenderOffer_019cde8c-dc3e-7630-94f5-0c5129e4a2a6" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_Security12bTitle_019cde8c-dc3e-7b0c-b8fd-68d37dd66b95" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_Security12bTitle"/>
    <link:presentationArc order="19" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_Security12bTitle_019cde8c-dc3e-7b0c-b8fd-68d37dd66b95" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_TradingSymbol_019cde8c-dc3e-79a8-8914-eab93291457a" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_TradingSymbol"/>
    <link:presentationArc order="20" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_TradingSymbol_019cde8c-dc3e-79a8-8914-eab93291457a" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_SecurityExchangeName_019cde8c-dc3e-7c2b-9e7a-2f9b1ac16c15" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_SecurityExchangeName"/>
    <link:presentationArc order="21" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_SecurityExchangeName_019cde8c-dc3e-7c2b-9e7a-2f9b1ac16c15" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityEmergingGrowthCompany_019cde8c-dc3e-7576-b8d3-2a4b159c6206" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_EntityEmergingGrowthCompany"/>
    <link:presentationArc order="22" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019cde8c-dc3e-7c3d-bd94-64796efb9e9e" xlink:to="loc_dei_EntityEmergingGrowthCompany_019cde8c-dc3e-7576-b8d3-2a4b159c6206" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
  </link:presentationLink>
</link:linkbase>
