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Recommended prompt format

Although the AI Assistant is designed to handle a variety of prompt formats, we recommend using the following format for a better experience:

find/show {metric name} {time period} {filtering} {currency*}

_{*If applicable}

Here are some examples of the recommended prompt formats:

Find the Average Net MRR last year for all customers in the U.S. in EUR
Show me the Active Subscribers for the product (product name) last year
Find the Gross ARR for the last quarter

The following section explains each parameter in the aforementioned prompt format and its permissible values.

Metrics supported by AI Assistant in prompts

Zuora AI Assistant currently supports 22 key metrics, which are most relevant to your business. It is important to consider these metrics while you are using the AI Assistant for the most accurate and reliable results. These metrics are classified into two types:

Summable metrics
Non-summable metrics

Summable metrics

Summable metrics define those metrics that produce an aggregation value on adding up the column values. For example, you run a subscription business with three products, and each product generates a revenue of a, b, and c per month. The Gross ARR of each product would be the product of their revenue per month. The Gross ARR for the company would be the sum of the ARR of the three products.

Zuora AI supports the following summable metrics:

Summable metric	Description
Gross ARR Changes	Total increase or decrease in annual recurring revenue (ARR) across all accounts, excluding discount charges. Use the Business Impact field to break down changes into new, expansion, contraction, and churn categories.
Gross MRR Changes	Total increase or decrease in monthly recurring revenue (MRR) across all accounts, excluding discount charges. Use the Business Impact field to break down changes into new, expansion, contraction, and churn categories.
Net ARR Changes	Total increase or decrease in annual recurring revenue (ARR), including discount charges, across all accounts. Use the Business Impact field to break down changes into new, expansion, contraction, and churn categories.
Net MRR Changes	Total increase or decrease in monthly recurring revenue (MRR), including discount charges, across all accounts. Use the Business Impact field to break down changes into new, expansion, contraction, and churn categories.
Discount ARR	Total amount of discounted annual recurring revenue (ARR).
Discount MRR	Total amount of discounted monthly recurring revenue (MRR).
Gross ARR	Total annual recurring revenue (ARR) across all accounts, not including discount charges.
Gross MRR	Total monthly recurring revenue (MRR) across all accounts, not including discount charges.
Net ARR	Total annual recurring revenue (ARR) across all accounts, including discount charges. Calculated as Gross ARR - Discount ARR = Net ARR.
Net MRR	Total monthly recurring revenue (MRR) across all accounts, including discount charges. Calculated as Gross MRR - Discount MRR = Net MRR.
Net Billing	The sum of all billing transactions in a particular time period.
Net Payments	The sum of all payment transactions in a particular time period.

Non-summable metrics

Non-summable metrics cannot be calculated by summing up their constituent columns.

For example, you run a subscription business with three products. The total number of subscribers cannot be calculated by adding all the subscribers of those three products. A subscriber could subscribe to two or three products simultaneously.

If you use the Active Subscribers metric in your dataset, you can filter the data by product (Product.Name = "A"). The dataset will return the number of subscribers for product A.

Zuora AI supports the following non-summable metrics:

Non-summable metric	Description
Net Retention Rate (Gross MRR, Annual)	The rate at which recurring revenue has been retained from a cohort of subscribers one year ago based on Gross MRR. You need to have at least one year of data in your Zuora tenant before this metric is available for use.
Net Retention Rate (Net MRR, Annual)	The rate at which recurring revenue has been retained from a cohort of subscribers one year ago based on Net MRR. You need to have at least one year of data in your Zuora tenant before this metric is available for use.
Churned Subscriber Count	The total number of subscribers with no effective rate plan charges at the end of a given time period who had one or more effective rate plan charges in the prior time period.
Churn Rate (Subscribers, Monthly)	The proportion of active accounts that became inactive during the month. Calculated as the unique count of accounts that had an effective rate plan charge in the previous month but no longer have one, divided by the number of accounts that were active at the end of the previous period.
New Subscriber Count	The total number of subscribers with one or more effective rate plan charges at the end of a given time period who had no effective rate plan charges in the prior time period.
Average Gross ARR per Subscriber	The total Gross ARR divided by the total number of Active Subscribers.
Average Gross MRR per Subscriber	The total Gross MRR divided by the total number of Active Subscribers.
Average Net ARR per Subscriber	The total Net ARR divided by the total number of Active Subscribers.
Average Net MRR per Subscriber	The total Net MRR divided by the total number of Active Subscribers.
Active Subscriber Count	The total number of subscribers with one or more effective rate plan charges in a given period.

Time period

Date identification phrases

You can use implicit and explicit phrases in your prompt.

Implicit phrases

Implicit phrases in prompts often require context, such as the current date, for interpretation. The behavior of some commonly used implicit prompts is described in the table below:

Let us assume the date in context or today is December 31, 2023.

Implicit phrases used in a prompt	Results
Last year	Returns a time series for the entire previous calendar year (January to December 2022).
This year:	Most MRR/ARR related metrics are only available until the nearest completed month. Average Net MRR: Returns data up until the last completed month For example, if today is October 18, 2023, the result will return data for January to September 2023. Other metrics like active users are able to return up until the previous day¹ Active Users: Returns data from January 2023 to Oct 18, 2023 ¹Pending the availability of the data in our system.
Past {number} years (including this year): For example - Past 2 years	Returns data for 2023 and 2022.
Last quarter	Returns data for the most recently completed fiscal quarter (Q3 2023: July to September).
Last {number} completed quarters For example - The last 2 completed quarters	Returns data for Q3 and Q2 of 2023.
So far	Returns data up to, but not necessarily including, the current month if it's incomplete. For example, if today’s date is December 25, 2023, so far would return Jan to November 2023

Explicit phrases

For explicit phrases, the AI Assistant returns data exactly as specified in the prompt without the need for any additional context.

The following table lists a few examples of explicit phrases used in a search prompt and their expected results.

Explicit phrases used in a prompt	Results
January to December 2023	Returns data from January to December 2023.
May to June 2023	Returns data from May to June 2023.

Supported time periods

The following table includes the implicitly supported time periods:

Time period phrases	Actual time period
H1	January to June
H2	July to December
Q1 (January - March) Q2 (April - June) Q3 (July- September) Q4 (October - December)	Each quarter represents a span of three months within the calendar year.
Individual Month	A single month can be queried as “Jan/January 2024”.
Group of Months: Continuous/Synchronized Month	A continuous range of months, prompt as “January to December 2024” You cannot month-hop. For example, Incorrect prompt: "Show me the average Net MRR for January, March and November 2023" Correct prompt: "Show me the average net MRR from January to November 2023".
Cross-year queries	Periods that span more than one calendar year can be specified. For example, "June 2022 to June 2023" or "December 2022 to March 2023."

Filtering

The following table lists the attributes for which filtering is supported:

Field name	Type	Description
Invoice Owner Account attributes
InvoiceOwnerAccount.autopay	Boolean	Indicates whether autopay is enabled for the invoice owner account.
InvoiceOwnerAccount.accountnumber	String	Represents the unique account number of the invoice owner account.
InvoiceOwnerAccount.batch	String Array	Contains an array of batch values, each following the pattern 'Batch' + number (e.g., 'Batch1', 'Batch2')
InvoiceOwnerAccount.bcdsettingoption	String	Specifies the billing cycle day setting. Permissible values are 'AutoSet' or 'ManualSet'.
InvoiceOwnerAccount.balance	Decimal	Represents the current balance of the invoice owner account.
InvoiceOwnerAccount.billcycleday	Integer	Specifies the billing cycle day for the account.
InvoiceOwnerAccount.createddate	Timestamp	Timestamp of the account creation can be cast as a timestamp.
InvoiceOwnerAccount.currency	String	Denotes the currency using uppercase ISO currency codes (e.g., 'USD').
InvoiceOwnerAccount.paymentgateway	String	Identifies the payment gateway utilized by the account.
InvoiceOwnerAccount.salesrepname	String	Names the sales representative linked to the account.
InvoiceOwnerAccount.paymentterm	String	Defines payment terms. Valid options are ['Due Upon Receipt', 'Net 90', 'Net 30', 'Net 45', 'Net 60'].
Subscription Owner Sold-to Contact attributes
SubscriptionOwnerSoldToContact.city	String	Specifies the city related to the subscription owner's sold-to contact.
SubscriptionOwnerSoldToContact.country	String	Indicates the country using ISO alpha-2 or alpha-3 codes (e.g., 'US').
SubscriptionOwnerSoldToContact.county	String	Names the county associated with the sold-to contact.
SubscriptionOwnerSoldToContact.state	String	Lists the state related to the sold-to contact.
SubscriptionOwnerSoldToContact.postalcode	String	Provides the postal code of the sold-to contact.
Rate Plan and Product Rate Plan attributes
RatePlan.createddate	Timestamp	Timestamp of rate plan creation, can be cast as a timestamp.
RatePlan.name	String	Designates the name of the rate plan. Case-insensitive.
ProductRatePlan.name	String	Names associated with product rate plan. Case-insensitive.
Product Rate Plan Charge and other attributes
ProductRatePlanCharge.chargemodel	String	Defines the charge model, accepts specified values in lowercase.
ProductRatePlanCharge.chargetype	String	Categorizes the charge type, valid values are ['usage', 'onetime', 'recurring'] in lowercase.
ProductRatePlanCharge.createddate	Date	Indicates creation date. Can be cast as a date.
ProductRatePlanCharge.discountlevel	String Array	Contains an array of associated discount levels, in lowercase.
ProductRatePlanCharge.name	String	Designates the name of the product rate plan charge. Case-insensitive.
Product.sku	String	Specifies the SKU. Case-insensitive.
RatePlanCharge.chargemodel	String	Defines the charge model. Case-insensitive.
RatePlanCharge.name	String	Names the rate plan charge. Case-insensitive.
Subscription.status	String	Shows subscription status. Valid values include ['draft', 'pending activation', 'pending acceptance', 'active', 'canceled', 'expired', 'suspended'], in lowercase.

Currency

Refer to ISO currency codes to learn more about the supported currencies and their ISO codes.