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AnchorTopTopFMCG algorithm is developed  to automatically detect frequently purchased products and recommends typical shopping cart sets relevant to the specific customer during this customer's next visit, therefore increasing ARPU.
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Add Additional Parameters to Your XML-file

For the algorithm to work properly every product in your XML Product Feed should have additional properties:

  • frequently purchased products;
  • product type.

This data should be included into the XML-file in the form of specific product parameters and send to PersonaClick.

Section <fmcg>

A distinctive FMCG product feature is presence of the <child> subsection inside the <offer>  section.

Add the following parameters to each FMCG product in your XML-File

Purchase Frequency

Optional parameter <periodic>. Placed inside the <offer> section, within the <fmcg> subsection.

Consider the following table of possible Additional niches properties of products allow studying user preferences and calculating recommendations more accurately. This section describes allowing filling the product feed with niche features of Fast-Moving Consumer Goods (FMCG).



Case Sensitivity

Warning

All parameter names are case-sensitive and should follow the spelling used in this documentation.




FMCG

The "fmcg" element must be inside the "offer" element.

Code Block
languagexml
themeMidnight
<offer ...>
    ...
    <fmcg>
        ...
    </fmcg>
</offer>

Periodic

The "periodic" element must be inside the "fmcg" element and can have one of the following values:

ValueDescription
1Product is purchased frequently
0Product is purchased occasionally
Consider the following example of use:
. The default value.

 ...
Code Block
languagexml
titlethemeXML examplle
Midnight
<offer ...>
    ...
	<fmcg>
	    <periodic>1</periodic>
	</fmcg>
</offer>
...
Product

Type

Optional parameter <type>. Placed inside the <offer> section, within the <fmcg> subsection.

Consider the following table of possible The "type" element must be inside the "fmcg" element and can have one of the following values:

ValueDescription
food
Foods
Products that are food
chemicals
Household
Products that are household chemicals
hygiene
Personal hygiene
Products that are personal care products
supplies
Office
Products that are office supplies
child
Baby
Products for babies and children
products
Consider the following example of use:

 ...
Code Block
languagexml
titlethemeXML example
Midnight
<offer ...>
    ...
	<fmcg>
	    <type>food</type>
	</fmcg>
</offer>
...

Hypoallergenic Properties

Optional parameter <hypoallergenic>. Placed inside the <offer> section, within the <fmcg> subsection.

Consider the following table of possible

Hypoallergenic

The "hypoallergenic" element must be inside the "fmcg" element and can have one of the following values:

ValueDescription
1Hypoallergenic product
0Non-hypoallergenic product
Consider the following example of use:
. The default value.

 ...
Code Block
languagexml
titlethemeXML example
Midnight
<offer ...>
    ...
	<fmcg>
	    <hypoallergenic>1</hypoallergenic>
	</fmcg>
</offer>
...
Info

No need to specify the gender this particular product is targeted at, if you do not have correct data (hypoallergenic properties). By default, every cosmetic product is set to non-hypoallergenic.

Extended Recommendation Request

No extended additional requests are needed for the algorithm to work properly with PersonaClick Product Recommendations. Your subscription plan defines if the algorithm automatically adds extra information to the array of product details in the answer.

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