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

<!--XBRL Document Created with the Workiva Platform-->
<!--Copyright 2026 Workiva-->
<!--r:019e8dfe-bcf0-71bc-85d1-2aba677069b6,g:28d37738-750c-467f-8156-5f56e9707bef-->
<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.averydennison.com/role/CoverPage" xlink:type="simple" xlink:href="avy-20260529.xsd#CoverPage"/>
  <link:presentationLink xlink:role="http://www.averydennison.com/role/CoverPage" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_dei_CoverAbstract_019e8dfe-bcf0-7b26-80c8-4d72885ea880" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_CoverAbstract"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_DocumentInformationTable_019e8dfe-bcf0-7c6d-8d3d-38b4f4fd27cd" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_DocumentInformationTable"/>
    <link:presentationArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_019e8dfe-bcf0-7b26-80c8-4d72885ea880" xlink:to="loc_dei_DocumentInformationTable_019e8dfe-bcf0-7c6d-8d3d-38b4f4fd27cd" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_StatementClassOfStockAxis_019e8dfe-bcf0-7b64-8905-0b759805f96a" xlink:href="https://xbrl.fasb.org/us-gaap/2025/elts/us-gaap-2025.xsd#us-gaap_StatementClassOfStockAxis"/>
    <link:presentationArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_DocumentInformationTable_019e8dfe-bcf0-7c6d-8d3d-38b4f4fd27cd" xlink:to="loc_us-gaap_StatementClassOfStockAxis_019e8dfe-bcf0-7b64-8905-0b759805f96a" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ClassOfStockDomain_019e8dfe-bcf0-7771-9165-d40eb3c9098e" xlink:href="https://xbrl.fasb.org/us-gaap/2025/elts/us-gaap-2025.xsd#us-gaap_ClassOfStockDomain"/>
    <link:presentationArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_us-gaap_StatementClassOfStockAxis_019e8dfe-bcf0-7b64-8905-0b759805f96a" xlink:to="loc_us-gaap_ClassOfStockDomain_019e8dfe-bcf0-7771-9165-d40eb3c9098e" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CommonStockMember_019e8dfe-bcf0-7f36-8d76-d1216db06a17" xlink:href="https://xbrl.fasb.org/us-gaap/2025/elts/us-gaap-2025.xsd#us-gaap_CommonStockMember"/>
    <link:presentationArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_us-gaap_ClassOfStockDomain_019e8dfe-bcf0-7771-9165-d40eb3c9098e" xlink:to="loc_us-gaap_CommonStockMember_019e8dfe-bcf0-7f36-8d76-d1216db06a17" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_avy_SeniorNotesDue2034Member_019e8dfe-bcf0-7284-b28f-23a1b492ccf3" xlink:href="avy-20260529.xsd#avy_SeniorNotesDue2034Member"/>
    <link:presentationArc order="2" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_us-gaap_ClassOfStockDomain_019e8dfe-bcf0-7771-9165-d40eb3c9098e" xlink:to="loc_avy_SeniorNotesDue2034Member_019e8dfe-bcf0-7284-b28f-23a1b492ccf3" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_avy_SeniorNotesDue2035Member_019e8dfe-bcf0-713e-aae7-13df5615b6f5" xlink:href="avy-20260529.xsd#avy_SeniorNotesDue2035Member"/>
    <link:presentationArc order="3" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_us-gaap_ClassOfStockDomain_019e8dfe-bcf0-7771-9165-d40eb3c9098e" xlink:to="loc_avy_SeniorNotesDue2035Member_019e8dfe-bcf0-713e-aae7-13df5615b6f5" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_DocumentInformationLineItems"/>
    <link:presentationArc order="2" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_DocumentInformationTable_019e8dfe-bcf0-7c6d-8d3d-38b4f4fd27cd" xlink:to="loc_dei_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_DocumentType_019e8dfe-bcf0-7430-8ce5-d8d4045f1f8c" 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_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_DocumentType_019e8dfe-bcf0-7430-8ce5-d8d4045f1f8c" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_DocumentPeriodEndDate_019e8dfe-bcf0-73f2-90bc-265b0ded788b" 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_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_DocumentPeriodEndDate_019e8dfe-bcf0-73f2-90bc-265b0ded788b" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityRegistrantName_019e8dfe-bcf0-7d54-b6a6-4a8775cacb1e" 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_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_EntityRegistrantName_019e8dfe-bcf0-7d54-b6a6-4a8775cacb1e" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityIncorporationStateCountryCode_019e8dfe-bcf0-76f0-93f6-a5ce1bad5642" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_EntityIncorporationStateCountryCode"/>
    <link:presentationArc order="4" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_EntityIncorporationStateCountryCode_019e8dfe-bcf0-76f0-93f6-a5ce1bad5642" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityFileNumber_019e8dfe-bcf0-7294-8567-ab617566fdae" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_EntityFileNumber"/>
    <link:presentationArc order="5" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_EntityFileNumber_019e8dfe-bcf0-7294-8567-ab617566fdae" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityTaxIdentificationNumber_019e8dfe-bcf0-7cd7-b466-039fe1d4b6a7" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_EntityTaxIdentificationNumber"/>
    <link:presentationArc order="6" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_EntityTaxIdentificationNumber_019e8dfe-bcf0-7cd7-b466-039fe1d4b6a7" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityAddressAddressLine1_019e8dfe-bcf0-7c31-816b-893a4a41bea1" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_EntityAddressAddressLine1"/>
    <link:presentationArc order="7" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_EntityAddressAddressLine1_019e8dfe-bcf0-7c31-816b-893a4a41bea1" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityAddressCityOrTown_019e8dfe-bcf0-7b72-8583-c9e9240296de" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_EntityAddressCityOrTown"/>
    <link:presentationArc order="8" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_EntityAddressCityOrTown_019e8dfe-bcf0-7b72-8583-c9e9240296de" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityAddressStateOrProvince_019e8dfe-bcf0-783a-9112-355851231768" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_EntityAddressStateOrProvince"/>
    <link:presentationArc order="9" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_EntityAddressStateOrProvince_019e8dfe-bcf0-783a-9112-355851231768" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityAddressPostalZipCode_019e8dfe-bcf0-7795-ac90-62bb93ab59cc" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_EntityAddressPostalZipCode"/>
    <link:presentationArc order="10" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_EntityAddressPostalZipCode_019e8dfe-bcf0-7795-ac90-62bb93ab59cc" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_CityAreaCode_019e8dfe-bcf0-7b49-b267-4bb3a22e84a2" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_CityAreaCode"/>
    <link:presentationArc order="11" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_CityAreaCode_019e8dfe-bcf0-7b49-b267-4bb3a22e84a2" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_LocalPhoneNumber_019e8dfe-bcf0-702d-a9fb-767915b6fdea" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_LocalPhoneNumber"/>
    <link:presentationArc order="12" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_LocalPhoneNumber_019e8dfe-bcf0-702d-a9fb-767915b6fdea" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_WrittenCommunications_019e8dfe-bcf0-747c-b182-71a0380b9ce3" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_WrittenCommunications"/>
    <link:presentationArc order="13" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_WrittenCommunications_019e8dfe-bcf0-747c-b182-71a0380b9ce3" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_SolicitingMaterial_019e8dfe-bcf0-7a3b-b27c-efa415095143" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_SolicitingMaterial"/>
    <link:presentationArc order="14" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_SolicitingMaterial_019e8dfe-bcf0-7a3b-b27c-efa415095143" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_PreCommencementTenderOffer_019e8dfe-bcf0-72c4-bca9-6d43b2e372dc" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_PreCommencementTenderOffer"/>
    <link:presentationArc order="15" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_PreCommencementTenderOffer_019e8dfe-bcf0-72c4-bca9-6d43b2e372dc" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_PreCommencementIssuerTenderOffer_019e8dfe-bcf0-78ed-b3eb-d4a9886b57a7" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_PreCommencementIssuerTenderOffer"/>
    <link:presentationArc order="16" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_PreCommencementIssuerTenderOffer_019e8dfe-bcf0-78ed-b3eb-d4a9886b57a7" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_Security12bTitle_019e8dfe-bcf0-7a46-9599-84e63f29c777" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_Security12bTitle"/>
    <link:presentationArc order="17" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_Security12bTitle_019e8dfe-bcf0-7a46-9599-84e63f29c777" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_TradingSymbol_019e8dfe-bcf0-75ef-bc08-004e84472d49" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_TradingSymbol"/>
    <link:presentationArc order="18" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_TradingSymbol_019e8dfe-bcf0-75ef-bc08-004e84472d49" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_SecurityExchangeName_019e8dfe-bcf0-7adb-a9d3-526d93327e3a" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_SecurityExchangeName"/>
    <link:presentationArc order="19" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_SecurityExchangeName_019e8dfe-bcf0-7adb-a9d3-526d93327e3a" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityEmergingGrowthCompany_019e8dfe-bcf0-7438-894f-c3b60dcf4bf0" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_EntityEmergingGrowthCompany"/>
    <link:presentationArc order="20" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_EntityEmergingGrowthCompany_019e8dfe-bcf0-7438-894f-c3b60dcf4bf0" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityCentralIndexKey_019e8dfe-bcf0-7056-9a55-bbdc17357138" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_EntityCentralIndexKey"/>
    <link:presentationArc order="21" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_EntityCentralIndexKey_019e8dfe-bcf0-7056-9a55-bbdc17357138" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_AmendmentFlag_019e8dfe-bcf0-7700-8ecc-7da306be2d18" xlink:href="https://xbrl.sec.gov/dei/2025/dei-2025.xsd#dei_AmendmentFlag"/>
    <link:presentationArc order="22" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_DocumentInformationLineItems_019e8dfe-bcf0-7697-9b35-5b9878b0c592" xlink:to="loc_dei_AmendmentFlag_019e8dfe-bcf0-7700-8ecc-7da306be2d18" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
  </link:presentationLink>
</link:linkbase>
