Prices

AristanderAI
Search…
Quickstart
Plugin Integration
Manual Integration
Configuration
Pricing Configuration
Prices
The pricing API can be accessed at https://api.aristander.ai/prices​
An optional URL parameter can be attached to get either the stored original prices or only AristanderAI prices:
https://api.aristander.ai/prices?source=original
https://api.aristander.ai/prices?source=aristander
One parameter is required: 'format', however this value must be set to 'csv' for large numbers of products (greater than 10).
By default https://api.aristander.ai/prices returns the AristanderAI optimized prices
The API will return a gzipped, headered, UTF-8 encoded CSV containing two columns: product_id, price
Additionally, the API will return three header values: 
price_mode - this value is to be set by your system to either 'split', 'timeseries', or 'fixed'
pricelist_source - will be set to 'original', or 'aristander' - indicates where the pricelist came from
model_params - a string that is used internally for tracking model performance
It is vital that the pricelist_source parameter is tied to the returned prices.  For example, if you call the /prices API - as soon as you update your system to reflect the recommended prices, all pricelist_source parameters should be set to the newly returned one in new events. 
If you are doing split testing, then each event should have the pricelist_source parameter match the pricelist that the user was assigned.
An example curl call demonstrating this:
curl --header "Content-Type: application/json"
-d '{
        "format" : "csv"
    }'
-u demo: https://api.aristander.ai/prices
The format parameter determines the return type. The available options are: "json" and "csv".
Example JSON response:
"prices" : {
    "product_id1" : 10.47,
    "product_id2" : 10.30,
    "product_id3" : 5.00,
    "product_id4" : 1.00
}
Example CSV response:
product_id,price
product_id1,10.47
product_id2,10.30
product_id3,5.00
product_id4,1.00
We recommend the price API is called once per hour.
General Workflow
1.Set the 'price_mode' variable internally to your preferred mode: timeseries, fixed, or split.
2.Call https://api.aristander.ai/prices once per hour and update your internal AristanderAI list with the new prices and new model params
3.If using timeseries: after getting the new pricelist, randomly select a pricelist: AristanderAI or original.  For the next hour, assign all new sessions this pricelist.
If using split: assign 50% of sessions the AristanderAI pricelist, and 50% the original pricelist (your own prices).
4.Attach price_mode, pricelist_source, and model_params to all new events.
Order Costs
Next - Manual Integration
A/B Testing
Last modified 3yr ago
Copy link