diff --git a/cumulusci.yml b/cumulusci.yml
index 5ff8105..273e405 100644
--- a/cumulusci.yml
+++ b/cumulusci.yml
@@ -26,7 +26,11 @@ flows:
                 task: assign_permission_sets
                 options:
                     api_names: Membership_Manage
-            4:
+            4: #adds list views and attempts to assign page layouts. layout assignment not currently functioning as expected.
                 task: deploy_post
                 options:
-                    path: unpackaged/dev
\ No newline at end of file
+                    path: unpackaged/dev
+            90: # Use a snowfakery recipe for data generation in place of the default dataset operation
+                task: snowfakery
+                options:
+                    recipe: datasets/default_data.snowfakery.yml
\ No newline at end of file
diff --git a/datasets/default/default.dataset.sql b/datasets/default/default.dataset.sql
deleted file mode 100644
index c5f7252..0000000
--- a/datasets/default/default.dataset.sql
+++ /dev/null
@@ -1,158 +0,0 @@
-BEGIN TRANSACTION;
-CREATE TABLE "Account" (
-	id VARCHAR(255) NOT NULL, 
-	"AccountNumber" VARCHAR(255), 
-	"AccountSource" VARCHAR(255), 
-	"AnnualRevenue" VARCHAR(255), 
-	"BillingCity" VARCHAR(255), 
-	"BillingCountry" VARCHAR(255), 
-	"BillingGeocodeAccuracy" VARCHAR(255), 
-	"BillingLatitude" VARCHAR(255), 
-	"BillingLongitude" VARCHAR(255), 
-	"BillingPostalCode" VARCHAR(255), 
-	"BillingState" VARCHAR(255), 
-	"BillingStreet" VARCHAR(255), 
-	"CleanStatus" VARCHAR(255), 
-	"Description" VARCHAR(255), 
-	"DunsNumber" VARCHAR(255), 
-	"Fax" VARCHAR(255), 
-	"First_Membership_Start_Date__c" VARCHAR(255), 
-	"Industry" VARCHAR(255), 
-	"Jigsaw" VARCHAR(255), 
-	"Last_Membership_Start_Date__c" VARCHAR(255), 
-	"Membership_End_Date__c" VARCHAR(255), 
-	"Membership_Status__c" VARCHAR(255), 
-	"Membership_Type__c" VARCHAR(255), 
-	"NaicsCode" VARCHAR(255), 
-	"NaicsDesc" VARCHAR(255), 
-	"Name" VARCHAR(255), 
-	"NumberOfEmployees" VARCHAR(255), 
-	"Ownership" VARCHAR(255), 
-	"Phone" VARCHAR(255), 
-	"Rating" VARCHAR(255), 
-	"ShippingCity" VARCHAR(255), 
-	"ShippingCountry" VARCHAR(255), 
-	"ShippingGeocodeAccuracy" VARCHAR(255), 
-	"ShippingLatitude" VARCHAR(255), 
-	"ShippingLongitude" VARCHAR(255), 
-	"ShippingPostalCode" VARCHAR(255), 
-	"ShippingState" VARCHAR(255), 
-	"ShippingStreet" VARCHAR(255), 
-	"Sic" VARCHAR(255), 
-	"SicDesc" VARCHAR(255), 
-	"Site" VARCHAR(255), 
-	"TickerSymbol" VARCHAR(255), 
-	"Tradestyle" VARCHAR(255), 
-	"Type" VARCHAR(255), 
-	"Website" VARCHAR(255), 
-	"YearStarted" VARCHAR(255), 
-	"DandbCompanyId" VARCHAR(255), 
-	"OperatingHoursId" VARCHAR(255), 
-	"ParentId" VARCHAR(255), 
-	"Primary_Membership__c" VARCHAR(255), 
-	PRIMARY KEY (id)
-);
-INSERT INTO "Account" VALUES('Account-1','','','','','','','','','','','','Pending','','','','','','','','','','','','','Existing Account','','','','','','','','','','','','','','','','','','','','','','','Account-2','');
-INSERT INTO "Account" VALUES('Account-2','','','','','','','','','','','','Pending','','','','','','','','','','','','','Existing Parent Account','','','','','','','','','','','','','','','','','','','','','','','','');
-CREATE TABLE "Contact" (
-	id VARCHAR(255) NOT NULL, 
-	"AssistantName" VARCHAR(255), 
-	"AssistantPhone" VARCHAR(255), 
-	"Birthdate" VARCHAR(255), 
-	"CleanStatus" VARCHAR(255), 
-	"Department" VARCHAR(255), 
-	"Description" VARCHAR(255), 
-	"DoNotCall" VARCHAR(255), 
-	"Email" VARCHAR(255), 
-	"EmailBouncedDate" VARCHAR(255), 
-	"EmailBouncedReason" VARCHAR(255), 
-	"Fax" VARCHAR(255), 
-	"FirstName" VARCHAR(255), 
-	"First_Membership_Start_Date__c" VARCHAR(255), 
-	"GenderIdentity" VARCHAR(255), 
-	"HasOptedOutOfEmail" VARCHAR(255), 
-	"HasOptedOutOfFax" VARCHAR(255), 
-	"HomePhone" VARCHAR(255), 
-	"Jigsaw" VARCHAR(255), 
-	"LastName" VARCHAR(255), 
-	"Last_Membership_Start_Date__c" VARCHAR(255), 
-	"LeadSource" VARCHAR(255), 
-	"MailingCity" VARCHAR(255), 
-	"MailingCountry" VARCHAR(255), 
-	"MailingGeocodeAccuracy" VARCHAR(255), 
-	"MailingLatitude" VARCHAR(255), 
-	"MailingLongitude" VARCHAR(255), 
-	"MailingPostalCode" VARCHAR(255), 
-	"MailingState" VARCHAR(255), 
-	"MailingStreet" VARCHAR(255), 
-	"Membership_End_Date__c" VARCHAR(255), 
-	"Membership_Status__c" VARCHAR(255), 
-	"Membership_Type__c" VARCHAR(255), 
-	"MobilePhone" VARCHAR(255), 
-	"OtherCity" VARCHAR(255), 
-	"OtherCountry" VARCHAR(255), 
-	"OtherGeocodeAccuracy" VARCHAR(255), 
-	"OtherLatitude" VARCHAR(255), 
-	"OtherLongitude" VARCHAR(255), 
-	"OtherPhone" VARCHAR(255), 
-	"OtherPostalCode" VARCHAR(255), 
-	"OtherState" VARCHAR(255), 
-	"OtherStreet" VARCHAR(255), 
-	"Phone" VARCHAR(255), 
-	"Pronouns" VARCHAR(255), 
-	"Salutation" VARCHAR(255), 
-	"Title" VARCHAR(255), 
-	"AccountId" VARCHAR(255), 
-	"IndividualId" VARCHAR(255), 
-	"ReportsToId" VARCHAR(255), 
-	PRIMARY KEY (id)
-);
-INSERT INTO "Contact" VALUES('Contact-1','','','','Pending','','','False','email@email.com','','','','Member','','','False','False','','','Testerson','','','','','','','','','','','','','','','','','','','','','','','','','','','','','','');
-CREATE TABLE "DandBCompany" (
-	id VARCHAR(255) NOT NULL, 
-	"DunsNumber" VARCHAR(255), 
-	"Name" VARCHAR(255), 
-	PRIMARY KEY (id)
-);
-CREATE TABLE "Individual" (
-	id VARCHAR(255) NOT NULL, 
-	"LastName" VARCHAR(255), 
-	PRIMARY KEY (id)
-);
-CREATE TABLE "Membership__c" (
-	id VARCHAR(255) NOT NULL, 
-	PRIMARY KEY (id)
-);
-CREATE TABLE "OperatingHours" (
-	id VARCHAR(255) NOT NULL, 
-	"Name" VARCHAR(255), 
-	"TimeZone" VARCHAR(255), 
-	PRIMARY KEY (id)
-);
-CREATE TABLE "Product2" (
-	id VARCHAR(255) NOT NULL, 
-	"Description" VARCHAR(255), 
-	"DisplayUrl" VARCHAR(255), 
-	"ExternalId" VARCHAR(255), 
-	"Family" VARCHAR(255), 
-	"Grace_Period__c" VARCHAR(255), 
-	"IsActive" VARCHAR(255), 
-	"IsSerialized" VARCHAR(255), 
-	"Membership_Tier__c" VARCHAR(255), 
-	"Name" VARCHAR(255), 
-	"ProductCode" VARCHAR(255), 
-	"QuantityUnitOfMeasure" VARCHAR(255), 
-	"Renewal_Option__c" VARCHAR(255), 
-	"StockKeepingUnit" VARCHAR(255), 
-	"Term_Unit__c" VARCHAR(255), 
-	"Term__c" VARCHAR(255), 
-	"Downgrade_Path__c" VARCHAR(255), 
-	"Upgrade_Path__c" VARCHAR(255), 
-	PRIMARY KEY (id)
-);
-INSERT INTO "Product2" VALUES('Product2-1','','','','','','True','False','','Basic Membership','','','One-Time','BSC','Year','1.0','','Product2-2');
-INSERT INTO "Product2" VALUES('Product2-2','','','','','','True','False','','Standard Membership','','','One-Time','STD','Year','1.0','Product2-1','Product2-5');
-INSERT INTO "Product2" VALUES('Product2-3','','','','','','True','False','','Family Membership','','','One-Time','FAM','Year','1.0','','');
-INSERT INTO "Product2" VALUES('Product2-4','','','','','','True','False','','Youth Membership','','','One-Time','YTH','Year','1.0','','Product2-2');
-INSERT INTO "Product2" VALUES('Product2-5','','','','','','True','False','','Premier Membership','','','One-Time','PMR','Year','1.0','Product2-2','');
-COMMIT;
diff --git a/datasets/default/default.extract.yml b/datasets/default/default.extract.yml
deleted file mode 100644
index de2403b..0000000
--- a/datasets/default/default.extract.yml
+++ /dev/null
@@ -1,10 +0,0 @@
-
-extract:
-    Account:
-        fields: FIELDS(ALL)
-    Contact:
-        fields: FIELDS(ALL)
-    Product2:
-        fields: FIELDS(ALL)
-    PriceBookEntry:
-        fields: FIELDS(ALL)
diff --git a/datasets/default/default.mapping.yml b/datasets/default/default.mapping.yml
deleted file mode 100644
index 3bc9d36..0000000
--- a/datasets/default/default.mapping.yml
+++ /dev/null
@@ -1,153 +0,0 @@
-# Editing this file is usually not recommended because it will
-# be overwritten the next time you re-capture this data.
-#
-# You can change this file's contents permanently by creating a
-# .load.yml file and re-capturing:
-#
-#  https://cumulusci.readthedocs.io/en/stable/data.html#extracting-and-loading-sample-datasets
-Insert Product2:
-  sf_object: Product2
-  table: Product2
-  fields:
-  - Description
-  - DisplayUrl
-  - ExternalId
-  - Family
-  - Grace_Period__c
-  - IsActive
-  - IsSerialized
-  - Membership_Tier__c
-  - Name
-  - ProductCode
-  - QuantityUnitOfMeasure
-  - Renewal_Option__c
-  - StockKeepingUnit
-  - Term_Unit__c
-  - Term__c
-  lookups:
-    Downgrade_Path__c:
-      table: Product2
-      key_field: Downgrade_Path__c
-      after: Insert Product2
-    Upgrade_Path__c:
-      table: Product2
-      key_field: Upgrade_Path__c
-      after: Insert Product2
-Insert Membership__c:
-  sf_object: Membership__c
-  table: Membership__c
-Insert Account:
-  sf_object: Account
-  table: Account
-  fields:
-  - AccountNumber
-  - AccountSource
-  - AnnualRevenue
-  - BillingCity
-  - BillingCountry
-  - BillingGeocodeAccuracy
-  - BillingLatitude
-  - BillingLongitude
-  - BillingPostalCode
-  - BillingState
-  - BillingStreet
-  - CleanStatus
-  - Description
-  - DunsNumber
-  - Fax
-  - First_Membership_Start_Date__c
-  - Industry
-  - Jigsaw
-  - Last_Membership_Start_Date__c
-  - Membership_End_Date__c
-  - Membership_Status__c
-  - Membership_Type__c
-  - NaicsCode
-  - NaicsDesc
-  - Name
-  - NumberOfEmployees
-  - Ownership
-  - Phone
-  - Rating
-  - ShippingCity
-  - ShippingCountry
-  - ShippingGeocodeAccuracy
-  - ShippingLatitude
-  - ShippingLongitude
-  - ShippingPostalCode
-  - ShippingState
-  - ShippingStreet
-  - Sic
-  - SicDesc
-  - Site
-  - TickerSymbol
-  - Tradestyle
-  - Type
-  - Website
-  - YearStarted
-  lookups:
-    ParentId:
-      table: Account
-      key_field: ParentId
-      after: Insert Account
-    Primary_Membership__c:
-      table: Membership__c
-      key_field: Primary_Membership__c
-Insert Contact:
-  sf_object: Contact
-  table: Contact
-  fields:
-  - AssistantName
-  - AssistantPhone
-  - Birthdate
-  - CleanStatus
-  - Department
-  - Description
-  - DoNotCall
-  - Email
-  - EmailBouncedDate
-  - EmailBouncedReason
-  - Fax
-  - FirstName
-  - First_Membership_Start_Date__c
-  - GenderIdentity
-  - HasOptedOutOfEmail
-  - HasOptedOutOfFax
-  - HomePhone
-  - Jigsaw
-  - LastName
-  - Last_Membership_Start_Date__c
-  - LeadSource
-  - MailingCity
-  - MailingCountry
-  - MailingGeocodeAccuracy
-  - MailingLatitude
-  - MailingLongitude
-  - MailingPostalCode
-  - MailingState
-  - MailingStreet
-  - Membership_End_Date__c
-  - Membership_Status__c
-  - Membership_Type__c
-  - MobilePhone
-  - OtherCity
-  - OtherCountry
-  - OtherGeocodeAccuracy
-  - OtherLatitude
-  - OtherLongitude
-  - OtherPhone
-  - OtherPostalCode
-  - OtherState
-  - OtherStreet
-  - Phone
-  - Pronouns
-  - Salutation
-  - Title
-  lookups:
-    AccountId:
-      table: Account
-      key_field: AccountId
-    ReportsToId:
-      table: Contact
-      key_field: ReportsToId
-      after: Insert Contact
diff --git a/datasets/default_data.snowfakery.yml b/datasets/default_data.snowfakery.yml
new file mode 100644
index 0000000..888f6fb
--- /dev/null
+++ b/datasets/default_data.snowfakery.yml
@@ -0,0 +1,131 @@
+- plugin: snowfakery.standard_plugins.Salesforce.SalesforceQuery
+
+- var: std_pricebook
+  value:
+    SalesforceQuery.find_record:
+      from: Pricebook2
+      where: IsStandard = true
+
+- object: Account
+  fields:
+    Name: Existing Account
+    ParentId:
+      - object: Account
+        fields:
+          Name: Existing Parent Account
+
+- object: Contact
+  fields:
+    FirstName: Member
+    LastName: Testerson
+    Email: email@email.com
+
+- object: Product2
+  nickname: bsc-memb
+  fields:
+    isActive: true
+    Name: Basic Membership
+    StockKeepingUnit: BSC
+    Term__c: 1
+    Term_Unit__c: Year
+    Upgrade_Path__c:
+      reference: std-memb
+    Downgrade_Path__c:
+      reference: 
+    Family: Membership
+  friends:
+    - object: PricebookEntry
+      fields:
+        Pricebook2Id: ${{std_pricebook}}
+        Product2Id:
+          reference: bsc-memb
+        UnitPrice: 50
+        IsActive: true
+
+- object: Product2
+  nickname: std-memb
+  fields:
+    isActive: true
+    Name: Standard Membership
+    StockKeepingUnit: STD
+    Term__c: 1
+    Term_Unit__c: Year
+    Upgrade_Path__c:
+      reference: pmr-memb
+    Downgrade_Path__c:
+      reference: bsc-memb
+    Family: Membership
+  friends:
+    - object: PricebookEntry
+      fields:
+        Pricebook2Id: ${{std_pricebook}}
+        Product2Id:
+          reference: std-memb
+        UnitPrice: 100
+        IsActive: true
+
+- object: Product2
+  nickname: pmr-memb
+  fields:
+    isActive: true
+    Name: Premium Membership
+    StockKeepingUnit: PMR
+    Term__c: 1
+    Term_Unit__c: Year
+    Upgrade_Path__c:
+      reference: 
+    Downgrade_Path__c:
+      reference: std-memb
+    Family: Membership
+  friends:
+    - object: PricebookEntry
+      fields:
+        Pricebook2Id: ${{std_pricebook}}
+        Product2Id:
+          reference: pmr-memb
+        UnitPrice: 250
+        IsActive: true
+
+- object: Product2
+  nickname: yth-memb
+  fields:
+    isActive: true
+    Name: Youth Membership
+    StockKeepingUnit: YTH
+    Term__c: 1
+    Term_Unit__c: Year
+    Upgrade_Path__c:
+      reference: std-memb
+    Downgrade_Path__c:
+      reference: 
+    Family: Membership
+  friends:
+    - object: PricebookEntry
+      fields:
+        Pricebook2Id: ${{std_pricebook}}
+        Product2Id:
+          reference: yth-memb
+        UnitPrice: 45
+        IsActive: true
+
+- object: Product2
+  nickname: fam-memb
+  fields:
+    isActive: true
+    Name: Family Membership
+    StockKeepingUnit: FAM
+    Term__c: 1
+    Term_Unit__c: Year
+    Upgrade_Path__c:
+      reference:
+    Downgrade_Path__c:
+      reference: 
+    Family: Membership
+  friends:
+    - object: PricebookEntry
+      fields:
+        Pricebook2Id: ${{std_pricebook}}
+        Product2Id:
+          reference: fam-memb
+        UnitPrice: 150
+        IsActive: true
\ No newline at end of file