Changes for page Product recommendations for personalized mailings and website
To version 14.1
edited by Andrej Rylov
on 2026/02/11 08:30
on 2026/02/11 08:30
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... ... @@ -1,1 +1,1 @@ 1 -Main.General_information.Loymax_ Loyalty.Recommendation_systems.WebHome1 +Main.General_information.Loymax_AI.WebHome - Content
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... ... @@ -46,46 +46,17 @@ 46 46 47 47 Currently, 5 algorithms are available for generating product recommendations: 48 48 49 -(% class="table-bordered table-sticky" %) 50 -(% class="info" %)|(% style="text-align:center; width:58px" %)**No.**|(% style="text-align:center; width:409px" %)**Name**|(% style="text-align:center; width:495px" %)**Metavariable/macro for use in [[Smart Communications campaigns>>doc:Main.Smart_Communications.SMC_Use.Mass_messaging.WebHome]]**|(% style="text-align:center; width:477px" %)**Example of macro output in final message (shown for email)** 51 -|(% style="width:58px" %)1.|(% style="width:409px" %)**[[Popular Products>>doc:||anchor="01"]]**|(% style="width:495px" %){% set clientRecommendation = client.recommendations('**Popular**') %} 52 -{% for recommendation in clientRecommendation~|get(3) %} 53 -<br>~{~{recommendation.name}} 54 -{% endfor %}|(% style="width:477px" %)((( 55 -Product Name 1 56 -Product Name 2 57 -Product Name 3 58 -))) 59 -|(% style="width:58px" %)2.|(% style="width:409px" %)**[[Popular Products in Category>>doc:||anchor="02"]]**|(% style="width:495px" %){% set clientRecommendation = client.recommendations('**PopularsCategory**') %} 60 -{% for recommendation in clientRecommendation~|get(3) %} 61 -<br>~{~{recommendation.name}} 62 -{% endfor %}|(% style="width:477px" %)Product Name 1 63 -Product Name 2 64 -Product Name 3 65 -|(% style="width:58px" %)3.|(% style="width:409px" %)**[[Bought Together>>doc:||anchor="03"]]**|(% style="width:495px" %){% set clientRecommendation = client.recommendations('**BoughtTogether**') %} 66 -{% for recommendation in clientRecommendation~|get(3) %} 67 -<br>~{~{recommendation.name}} 68 -{% endfor %}|(% style="width:477px" %)Product Name 1 69 -Product Name 2 70 -Product Name 3 71 -|(% style="width:58px" %)4.|(% style="width:409px" %)**[[Similar Products>>doc:||anchor="04"]]**|(% style="width:495px" %){% set clientRecommendation = client.recommendations('**SimilarProducts**') %} 72 -{% for recommendation in clientRecommendation~|get(3) %} 73 -<br>~{~{recommendation.name}} 74 -{% endfor %}|(% style="width:477px" %)Product Name 1 75 -Product Name 2 76 -Product Name 3 77 -|(% style="width:58px" %)5.|(% style="width:409px" %)**[[Personalized Product Recommendations>>doc:||anchor="05"]]**|(% style="width:495px" %){% set clientRecommendation = client.recommendations('**RelatedPurchases**') %} 78 -{% for recommendation in clientRecommendation~|get(3) %} 79 -<br>~{~{recommendation.name}} 80 -{% endfor %}|(% style="width:477px" %)Product Name 1 81 -Product Name 2 82 -Product Name 3 49 +* **[[Popular Products>>doc:||anchor="01"]]** 50 +* **[[Popular Products in Category>>doc:||anchor="02"]]** 51 +* **[[Bought Together>>doc:||anchor="03"]]** 52 +* **[[Similar Products>>doc:||anchor="04"]]** 53 +* **[[Personalized Product Recommendations>>doc:||anchor="05"]]** 83 83 84 84 (% class="box infomessage" %) 85 85 ((( 86 86 **Notes:** 87 87 88 -1. Since the product recommendation macro operates on a list of recommendations, specific items are inserted into the message body using the control structures shown in the table above. See an example of the **Product Recommendations** module control structure [[here>>doc:.Cont rol_structure.WebHome]].59 +1. Since the product recommendation macro operates on a list of recommendations, specific items are inserted into the message body using the control structures shown in the table above. See an example of the **Product Recommendations** module control structure [[here>>doc:Main.Smart_Communications.SMC_Use.Recommendations.WebHome||anchor="HDisplayingrecommendationsinmessages"]]. 89 89 1. API methods for integration into client-facing services ([[Mobile Application>>doc:Main.General_information.Additional_services.Mobile_app.WebHome]], [[Personal Account>>doc:Main.General_information.Additional_services.Personal_account.WebHome]]) are provided upon separate request to Loymax staff. 90 90 ))) 91 91 ... ... @@ -117,17 +117,17 @@ 117 117 118 118 (% class="table-bordered" style="width:1218px" %) 119 119 (% class="info" %)|(% style="text-align:center; width:399px" %)**Campaign**|(% style="text-align:center; width:370px" %)**Trigger**|(% style="text-align:center; width:446px" %)**Use Case** 120 -|(% style="width:399px" %)[[**Abandoned View**>>doc:Main. Usage.Smart_Communications.Campaign_list.Triggers.WebHome||anchor="H41144043E44843543D43D44B43943F44043E44143C43E442440"]]|(% style="width:370px" %)Product viewed but not purchased|(% style="width:446px" %)(((91 +|(% style="width:399px" %)[[**Abandoned View**>>doc:Main.Smart_Communications.SMC_Use.Campaigns.Triggers.WebHome||anchor="abandonedview"]]|(% style="width:370px" %)Product viewed but not purchased|(% style="width:446px" %)((( 121 121 Customer viewed a product page and then left the site. 122 122 123 123 After a defined time interval (t), send an email featuring the most popular products. 124 124 ))) 125 -|(% style="width:399px" %)[[**Abandoned Category View**>>doc:Main.Usage.Smart_Communications.Campaign _list.Triggers.WebHome||anchor="H41144043E44843543D43D44B43943F44043E44143C43E44244043A43044243543343E440438438"]]|(% style="width:370px" %)Category viewed but nothing purchased|(% style="width:446px" %)(((96 +|(% style="width:399px" %)[[**Abandoned Category View**>>doc:Main.Usage.Smart_Communications.Campaigns.Triggers.WebHome||anchor="abandonedcatview"]]|(% style="width:370px" %)Category viewed but nothing purchased|(% style="width:446px" %)((( 126 126 Customer browsed a product category and then left the site. 127 127 128 128 After a defined time interval (t), send an email featuring the most popular products. 129 129 ))) 130 -|(% style="width:399px" %)[[**Abandoned Cart**>>doc:Main.Usage.Smart_Communications.Campaign _list.Triggers.WebHome||anchor="H41144043E44843543D43D43044F43A43E44043743843D430"]]|(% style="width:370px" %)Product added to cart but not purchased|(% style="width:446px" %)(((101 +|(% style="width:399px" %)[[**Abandoned Cart**>>doc:Main.Usage.Smart_Communications.Campaigns.Triggers.WebHome||anchor="abandonedcart"]]|(% style="width:370px" %)Product added to cart but not purchased|(% style="width:446px" %)((( 131 131 Customer added a product to the cart and then left the site. 132 132 133 133 After a defined time interval (t), send a reminder email about the abandoned cart along with the most popular products. ... ... @@ -137,11 +137,11 @@ 137 137 138 138 (% class="table-bordered" style="width:1218px" %) 139 139 (% class="info" %)|(% style="text-align:center; width:399px" %)**Campaign**|(% style="text-align:center; width:370px" %)**Trigger**|(% style="text-align:center; width:446px" %)**Use Case** 140 -|(% style="width:399px" %)[[**Website Homepage**>>doc:Main.Usage.Smart_Communications.Campaign _list.Triggers.WebHome||anchor="H41A43B43843543D44243F43E44143544243843B441430439442"]]|(% style="width:370px" %)Website visit|(% style="width:446px" %)**Popular Products** section.111 +|(% style="width:399px" %)[[**Website Homepage**>>doc:Main.Usage.Smart_Communications.Campaigns.Triggers.WebHome||anchor="site_visit"]]|(% style="width:370px" %)Website visit|(% style="width:446px" %)**Popular Products** section. 141 141 Customer is on the homepage. The most popular products are displayed. 142 -|(% style="width:399px" %)[[**Current Product Page View**>>doc:Main.Usage.Smart_Communications.Campaign _list.Triggers.WebHome||anchor="H41A43B43843543D44243F43E44143C43E44244043543B43F44043E43444343A442A043D430441430439442435"]]|(% style="width:370px" %)Product view|(% style="width:446px" %)**Popular Products** section.113 +|(% style="width:399px" %)[[**Current Product Page View**>>doc:Main.Usage.Smart_Communications.Campaigns.Triggers.WebHome||anchor="product_view"]]|(% style="width:370px" %)Product view|(% style="width:446px" %)**Popular Products** section. 143 143 Customer is viewing a product. The most popular products are displayed. 144 -|(% style="width:399px" %)[[**Current Category Page View**>>doc:Main.Usage.Smart_Communications.Campaign _list.Triggers.WebHome||anchor="H41A43B43843543D44243F43E44143C43E44244043543B43F44043E43444343A44243E43244344E43A43044243543343E44043844EA043D430441430439442435"]]|(% style="width:370px" %)Category view|(% style="width:446px" %)**Popular Products** section.115 +|(% style="width:399px" %)[[**Current Category Page View**>>doc:Main.Usage.Smart_Communications.Campaigns.Triggers.WebHome||anchor="product_view"]]|(% style="width:370px" %)Category view|(% style="width:446px" %)**Popular Products** section. 145 145 Customer is browsing a category. The most popular products are displayed. 146 146 147 147 ==== 4. General concept of the Popular Products algorithm ==== ... ... @@ -169,8 +169,8 @@ 169 169 170 170 (% class="table-bordered" style="width:1218px" %) 171 171 (% class="info" %)|(% style="text-align:center; width:399px" %)**Campaign**|(% style="text-align:center; width:370px" %)**Trigger**|(% style="text-align:center; width:446px" %)**Use Case** 172 -|(% style="width:399px" %)[[**Abandoned View**>>doc:Main. Usage.Smart_Communications.Campaign_list.Triggers.WebHome||anchor="H41144043E44843543D43D44B43943F44043E44143C43E442440"]]|(% style="width:370px" %)Product viewed but not purchased|(% style="width:446px" %)Send an email after X days recommending the most popular products in the same category.173 -|(% style="width:399px" %)[[**Abandoned Cart**>>doc:Main.Usage.Smart_Communications.Campaign _list.Triggers.WebHome||anchor="H41144043E44843543D43D43044F43A43E44043743843D430"]]|(% style="width:370px" %)Product added to cart but not purchased|(% style="width:446px" %)Send an email after X days recommending the most popular products in the same category.143 +|(% style="width:399px" %)[[**Abandoned View**>>doc:Main.Smart_Communications.SMC_Use.Campaigns.Triggers.WebHome||anchor="abandonedview"]]|(% style="width:370px" %)Product viewed but not purchased|(% style="width:446px" %)Send an email after X days recommending the most popular products in the same category. 144 +|(% style="width:399px" %)[[**Abandoned Cart**>>doc:Main.Usage.Smart_Communications.Campaigns.Triggers.WebHome||anchor="abandonedcart"]]|(% style="width:370px" %)Product added to cart but not purchased|(% style="width:446px" %)Send an email after X days recommending the most popular products in the same category. 174 174 175 175 ==== 3. Use cases for the Popular Products in Category algorithm in website personalization ==== 176 176 ... ... @@ -178,7 +178,7 @@ 178 178 179 179 (% class="table-bordered" style="width:1218px" %) 180 180 (% class="info" %)|(% style="text-align:center; width:399px" %)**Campaign**|(% style="text-align:center; width:369px" %)**Trigger**|(% style="text-align:center; width:447px" %)**Use Case** 181 -|(% style="width:399px" %)[[**Current Product Page View**>>doc:Main.Usage.Smart_Communications.Campaign _list.Triggers.WebHome||anchor="H41A43B43843543D44243F43E44143C43E44244043543B43F44043E43444343A442A043D430441430439442435"]]|(% style="width:369px" %)Product view|(% style="width:447px" %)**Compared With This Product** section.152 +|(% style="width:399px" %)[[**Current Product Page View**>>doc:Main.Usage.Smart_Communications.Campaigns.Triggers.WebHome||anchor="product_view"]]|(% style="width:369px" %)Product view|(% style="width:447px" %)**Compared With This Product** section. 182 182 Recommend popular products from the same category based on the currently viewed item. 183 183 184 184 ==== 4. General concept of the algorithm ==== ... ... @@ -203,14 +203,14 @@ 203 203 204 204 (% class="table-bordered" style="width:1218px" %) 205 205 (% class="info" %)|(% style="text-align:center; width:399px" %)**Campaign**|(% style="text-align:center; width:370px" %)**Trigger**|(% style="text-align:center; width:446px" %)**Use Case** 206 -|(% style="width:399px" %)[[**Abandoned View**>>doc:Main.Usage.Smart_Communications.Campaign _list.Triggers.WebHome||anchor="H41144043E44843543D43D44B43943F44043E44143C43E442440"]]|(% style="width:370px" %)Product viewed but not ordered|(% style="width:446px" %)Send an email after X days with alternative products similar to those viewed by the customer.207 -|(% style="width:399px" %)[[**Abandoned Cart**>>doc:Main.Usage.Smart_Communications.Campaign _list.Triggers.WebHome||anchor="H41144043E44843543D43D43044F43A43E44043743843D430"]]|(% style="width:370px" %)Product added to cart but not purchased|(% style="width:446px" %)Send an email after X days with alternative products similar to those viewed by the customer.177 +|(% style="width:399px" %)[[**Abandoned View**>>doc:Main.Usage.Smart_Communications.Campaigns.Triggers.WebHome||anchor="abandonedview"]]|(% style="width:370px" %)Product viewed but not ordered|(% style="width:446px" %)Send an email after X days with alternative products similar to those viewed by the customer. 178 +|(% style="width:399px" %)[[**Abandoned Cart**>>doc:Main.Usage.Smart_Communications.Campaigns.Triggers.WebHome||anchor="abandonedcart"]]|(% style="width:370px" %)Product added to cart but not purchased|(% style="width:446px" %)Send an email after X days with alternative products similar to those viewed by the customer. 208 208 209 209 ==== 3. Use cases for the Similar Products algorithm in website personalization ==== 210 210 211 211 (% class="table-bordered" style="width:1218px" %) 212 212 (% class="info" %)|(% style="text-align:center; width:399px" %)**Campaign**|(% style="text-align:center; width:369px" %)**Trigger**|(% style="text-align:center; width:447px" %)**Use Case** 213 -|(% style="width:399px" %)[[**Current Product Page View**>>doc:Main.Usage.Smart_Communications.Campaign _list.Triggers.WebHome||anchor="H41A43B43843543D44243F43E44143C43E44244043543B43F44043E43444343A442A043D430441430439442435"]]|(% style="width:369px" %)Product view|(% style="width:447px" %)**You Might Like** section.184 +|(% style="width:399px" %)[[**Current Product Page View**>>doc:Main.Usage.Smart_Communications.Campaigns.Triggers.WebHome||anchor="product_view"]]|(% style="width:369px" %)Product view|(% style="width:447px" %)**You Might Like** section. 214 214 Recommend alternative products similar to the one currently viewed by the customer. 215 215 216 216 ==== 4. General concept of the algorithm ==== ... ... @@ -235,17 +235,17 @@ 235 235 236 236 (% class="table-bordered" style="width:1218px" %) 237 237 (% class="info" %)|(% style="text-align:center; width:399px" %)**Campaign**|(% style="text-align:center; width:370px" %)**Trigger**|(% style="text-align:center; width:446px" %)**Use Case** 238 -|(% style="width:399px" %)[[**Abandoned View**>>doc:Main.Usage.Smart_Communications.Campaign _list.Triggers.WebHome||anchor="H41144043E44843543D43D44B43943F44043E44143C43E442440"]]|(% style="width:370px" %)Product viewed but not ordered|(% style="width:446px" %)Send an email after X days with products most frequently bought together with the item viewed by the customer.239 -|(% style="width:399px" %)[[**Abandoned Cart**>>doc:Main.Usage.Smart_Communications.Campaign _list.Triggers.WebHome||anchor="H41144043E44843543D43D43044F43A43E44043743843D430"]]|(% style="width:370px" %)Product added to cart but not purchased|(% style="width:446px" %)Send an email after X days with products most frequently bought together with the items in the customer’s cart.240 -|(% style="width:399px" %)[[**Thank You for Your Purchase!**>>doc:Main.Usage.Smart_Communications.Campaign _list.Triggers.WebHome||anchor="H42143443543B43043D43743043A430437"]]|(% style="width:370px" %)Customer made a purchase|(% style="width:446px" %)Send an email after X days with products most frequently bought together with the items in the customer’s order.209 +|(% style="width:399px" %)[[**Abandoned View**>>doc:Main.Usage.Smart_Communications.Campaigns.Triggers.WebHome||anchor="abandonedview"]]|(% style="width:370px" %)Product viewed but not ordered|(% style="width:446px" %)Send an email after X days with products most frequently bought together with the item viewed by the customer. 210 +|(% style="width:399px" %)[[**Abandoned Cart**>>doc:Main.Usage.Smart_Communications.Campaigns.Triggers.WebHome||anchor="abandonedcart"]]|(% style="width:370px" %)Product added to cart but not purchased|(% style="width:446px" %)Send an email after X days with products most frequently bought together with the items in the customer’s cart. 211 +|(% style="width:399px" %)[[**Thank You for Your Purchase!**>>doc:Main.Usage.Smart_Communications.Campaigns.Triggers.WebHome||anchor="order_complete"]]|(% style="width:370px" %)Customer made a purchase|(% style="width:446px" %)Send an email after X days with products most frequently bought together with the items in the customer’s order. 241 241 242 242 ==== 3. Use cases for the Bought Together algorithm in website personalization ==== 243 243 244 244 (% class="table-bordered" style="width:1218px" %) 245 245 (% class="info" %)|(% style="text-align:center; width:399px" %)**Campaign**|(% style="text-align:center; width:369px" %)**Trigger**|(% style="text-align:center; width:447px" %)**Use Case** 246 -|(% style="width:399px" %)[[**Current Product Page View**>>doc:Main.Usage.Smart_Communications.Campaign _list.Triggers.WebHome||anchor="H41A43B43843543D44243F43E44143C43E44244043543B43F44043E43444343A442A043D430441430439442435"]]|(% style="width:369px" %)Product view|(% style="width:447px" %)**Frequently Bought Together** section.217 +|(% style="width:399px" %)[[**Current Product Page View**>>doc:Main.Usage.Smart_Communications.Campaigns.Triggers.WebHome||anchor="product_view"]]|(% style="width:369px" %)Product view|(% style="width:447px" %)**Frequently Bought Together** section. 247 247 Recommend complementary products. 248 -|(% style="width:399px" %)[[**Product Added to Cart**>>doc:Main.Usage.Smart_Communications.Campaign _list.Triggers.WebHome||anchor="H41443E43143043243B43543D44243E43243044043243A43E43D44243543943D435440"]]|(% style="width:369px" %)Product added to cart|(% style="width:447px" %)**Frequently Bought Together** section.219 +|(% style="width:399px" %)[[**Product Added to Cart**>>doc:Main.Usage.Smart_Communications.Campaigns.Triggers.WebHome||anchor="container_add"]]|(% style="width:369px" %)Product added to cart|(% style="width:447px" %)**Frequently Bought Together** section. 249 249 Recommend complementary products. 250 250 251 251 ==== 4. General concept of the Bought Together algorithm ==== ... ... @@ -299,22 +299,22 @@ 299 299 (% class="table-bordered" style="width:1218px" %) 300 300 (% class="info" %)|(% style="text-align:center; width:399px" %)**Campaign**|(% style="text-align:center; width:370px" %)**Trigger**|(% style="text-align:center; width:446px" %)**Use Case** 301 301 |(% style="width:399px" %)((( 302 -[[**Abandoned View**>>doc:Main.Usage.Smart_Communications.Campaign _list.Triggers.WebHome||anchor="H41144043E44843543D43D44B43943F44043E44143C43E442440"]]273 +[[**Abandoned View**>>doc:Main.Usage.Smart_Communications.Campaigns.Triggers.WebHome||anchor="abandonedview"]] 303 303 304 304 305 305 )))|(% style="width:370px" %)Product viewed but not ordered|(% style="width:446px" %)Send an email X hours after viewing. 306 -|(% style="width:399px" %)[[**Abandoned Cart**>>doc:Main.Usage.Smart_Communications.Campaign _list.Triggers.WebHome||anchor="H41144043E44843543D43D43044F43A43E44043743843D430"]]|(% style="width:370px" %)Product added to cart but not purchased|(% style="width:446px" %)Send an email X days after adding to cart.307 -|(% style="width:399px" %)**Purchase Recommendations**|(% style="width:370px" %)[[Customer made a purchase>>doc:Main.Usage.Smart_Communications.Campaign _list.Triggers.WebHome||anchor="H42143443543B43043D43743043A430437"]]|(% style="width:446px" %)Send an email X days after purchase.277 +|(% style="width:399px" %)[[**Abandoned Cart**>>doc:Main.Usage.Smart_Communications.Campaigns.Triggers.WebHome||anchor="abandonedcart"]]|(% style="width:370px" %)Product added to cart but not purchased|(% style="width:446px" %)Send an email X days after adding to cart. 278 +|(% style="width:399px" %)**Purchase Recommendations**|(% style="width:370px" %)[[Customer made a purchase>>doc:Main.Usage.Smart_Communications.Campaigns.Triggers.WebHome||anchor="order_complete"]]|(% style="width:446px" %)Send an email X days after purchase. 308 308 |(% style="width:399px" %)**Declining Purchase Amount**|(% style="width:370px" %)Customer’s purchase amount decreased by X% over a period|(% style="width:446px" %)If purchase amount drops by X%, send an email with personalized product recommendations. 309 -|(% style="width:399px" %)[[**Declining Website Visits**>>doc:Main.Usage.Smart_Communications.Campaign _list.Triggers.WebHome||anchor="H41F44043E44843B43E43443D43543944143F43E44143B43543443D43543343E43F43E44143544943543D43844F441430439442430"]]|(% style="width:370px" %)Customer hasn’t visited the site|(% style="width:446px" %)Send an email if the customer hasn’t visited the site in X days.280 +|(% style="width:399px" %)[[**Declining Website Visits**>>doc:Main.Usage.Smart_Communications.Campaigns.Triggers.WebHome||anchor="time_since_visit"]]|(% style="width:370px" %)Customer hasn’t visited the site|(% style="width:446px" %)Send an email if the customer hasn’t visited the site in X days. 310 310 311 311 ==== 3. Use cases for the Personalized Product Recommendations algorithm in website personalization ==== 312 312 313 313 (% class="table-bordered" style="width:1227px" %) 314 314 (% class="info" %)|(% style="text-align:center; width:399px" %)**Campaign**|(% style="text-align:center; width:369px" %)**Trigger**|(% style="text-align:center; width:452px" %)**Use Case** 315 -|(% style="width:399px" %)[[**Current Product Page View**>>doc:Main.Usage.Smart_Communications.Campaign _list.Triggers.WebHome||anchor="H41A43B43843543D44243F43E44143C43E44244043543B43F44043E43444343A442A043D430441430439442435"]]|(% style="width:369px" %)Product page view|(% style="width:452px" %)**You Might Like** or **Just for You** section.286 +|(% style="width:399px" %)[[**Current Product Page View**>>doc:Main.Usage.Smart_Communications.Campaigns.Triggers.WebHome||anchor="product_view"]]|(% style="width:369px" %)Product page view|(% style="width:452px" %)**You Might Like** or **Just for You** section. 316 316 Recommendations related to the viewed product. 317 -|(% style="width:399px" %)[[**Website Login**>>doc:Main.Usage.Smart_Communications.Campaign _list.Triggers.WebHome||anchor="H41A43B43843543D44243F43E44143544243843B441430439442"]]|(% style="width:369px" %)Authorized customer login|(% style="width:452px" %)**You Might Like** or **Just for You** section.288 +|(% style="width:399px" %)[[**Website Login**>>doc:Main.Usage.Smart_Communications.Campaigns.Triggers.WebHome||anchor="site_visit"]]|(% style="width:369px" %)Authorized customer login|(% style="width:452px" %)**You Might Like** or **Just for You** section. 318 318 Recommendations related to the viewed product. 319 319 320 320 ==== 4. General concept of the Personalized Product Recommendations algorithm ==== ... ... @@ -335,7 +335,7 @@ 335 335 ((( 336 336 **See also:** 337 337 338 -* [[Product Recommendations Module Control Structure>>doc:.Control_structure.WebHome]] 309 +* [[Product Recommendations Module Control Structure>>doc:Main.General_information.Loymax_AI.Commercial_recommendations.Control_structure.WebHome]] 339 339 * [[Recommendation System Integration>>doc:Main.General_information.Loymax_Loyalty.recommendation_systems.WebHome]] 340 340 * [[Omnichannel>>doc:Main.General_information.Sale_channels.WebHome]] 341 341 * [[Attributes Related to Loymax AI>>doc:Main.Usage.MMP.Admin_panel.Client_attributes.Common_attributes.WebHome||anchor="ML"]]