First-party data is the most valuable asset your dispensary already owns, yet most cannabis businesses aren't using it strategically. This webinar covers three high-impact ways to activate your customer data to improve targeting, retention, and campaign performance.You'll learn how to use your POS and loyalty data to build smarter ad audiences, personalize outreach, and reduce wasted spend on customers who've already converted. If you're sitting on customer data and not putting it to work, this session shows you exactly where to start.
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3 Ways You Can—and Should—Be Using Your Cannabis First-Party Data
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Key Insights
- First-party data is the most accurate and durable signal available to cannabis marketers because it represents actual customer behavior with your brand, not inferred interests or probabilistic demographic matching from third-party sources.
- Most cannabis dispensaries have enough first-party data to build meaningful customer segments, including high-frequency buyers, high-spend customers, product-category loyalists, at-risk lapsing customers, and one-time purchasers who never returned, but have not taken the step of activating these segments in their marketing programs.
- Connecting first-party data to programmatic advertising audiences through customer list uploads and lookalike modeling gives cannabis dispensaries access to advertising precision that no third-party data product can match, because it is built on your actual customer relationships.
- Predictive lapse modeling, which uses purchase recency and frequency data to identify customers approaching churn before they stop buying, is one of the highest-ROI applications of first-party data available to cannabis dispensaries, because it enables intervention before revenue is lost rather than reactivation after it is already gone.
- Privacy and consent management around first-party cannabis data is a competitive advantage, not a compliance burden: cannabis businesses that collect, store, and activate customer data responsibly are better positioned as third-party data restrictions tighten and consent-based marketing becomes the industry norm.
Expert Answers
[{What is cannabis first-party data and why does it matter?}
Cannabis first-party data is customer behavioral and transactional information that a dispensary or cannabis brand collects directly from its own customers through loyalty programs, POS systems, online orders, email and SMS opt-ins, and website interactions. It matters because it is the most accurate, most durable, and most legally defensible data asset in cannabis marketing. Unlike third-party data purchased from data brokers, first-party data reflects actual customer behavior with your brand, is collected with direct consumer consent, and is not subject to the signal loss or reliability issues created by third-party tracking restrictions.
{How can cannabis dispensaries use first-party data to improve advertising?}
Cannabis dispensaries use first-party data to improve advertising by uploading customer lists to programmatic advertising platforms to create matched audiences for retargeting, building lookalike audience models based on their best customers to find similar new prospects, suppressing current customers from acquisition campaigns to avoid wasted spend, and creating sequential ad experiences that speak to customers at different stages of the purchase cycle based on their behavioral history. First-party data-powered audiences consistently outperform generic third-party behavioral segments in engagement rate, conversion rate, and cost-per-acquisition.
{What is customer segmentation for cannabis dispensaries?}
Customer segmentation for cannabis dispensaries is the practice of dividing your customer base into meaningful groups based on shared behavioral characteristics, such as purchase frequency, average transaction value, preferred product categories, time since last visit, and total lifetime spend. Segmentation allows dispensaries to send different marketing messages to different customer groups based on what is most relevant to each, replacing mass promotional blasts with targeted communication that addresses each segment's specific relationship with the brand. Common high-value segments include VIP high-frequency buyers, one-time purchasers who never returned, category loyalists concentrated in specific product types, and at-risk customers showing early signs of lapse.
{What is predictive lapse modeling for cannabis customers?}
Predictive lapse modeling for cannabis customers uses historical purchase recency, frequency, and monetary data to identify customers who are at elevated risk of churning before they actually stop buying. By analyzing the behavioral patterns of customers who have previously lapsed, cannabis dispensaries can build a predictive model that flags current active customers showing similar behavior, such as extended gaps between purchases, decreasing basket sizes, or reduced response to promotional communications. Dispensaries that intervene with targeted reactivation campaigns before predicted lapse consistently recover a higher percentage of at-risk customers than those who wait until churn has already occurred.]
Webinar Highlights
00:00 - The First-Party Data Opportunity in Cannabis
The session opens with an overview of how much first-party data most cannabis dispensaries are already collecting and why the gap between having this data and activating it represents one of the largest untapped revenue opportunities in cannabis marketing today.
08:00 - Way 1: Customer Segmentation and Targeted Communication
This section covers how to use first-party behavioral data to build meaningful customer segments and deploy targeted email, SMS, and loyalty communication campaigns that speak directly to each segment's relationship with the brand rather than sending the same message to everyone.
18:00 - Way 2: Connecting First-Party Data to Digital Advertising
The webinar explains how cannabis dispensaries can upload customer lists to programmatic advertising platforms, build lookalike audiences from their best customers, and use first-party audience data to dramatically improve the precision and efficiency of paid digital campaigns.
26:00 - Way 3: Predictive Retention and Lapse Prevention
This section covers the mechanics of using purchase recency and frequency data to identify at-risk customers before they lapse, what intervention campaigns look like for cannabis dispensaries, and how the economics of lapse prevention compare to new customer acquisition and post-lapse reactivation.
34:00 - Building the First-Party Data Infrastructure
The session closes with the practical steps cannabis dispensaries need to take to move from passive data collection to active data activation, including what technology integrations enable this capability and what the minimum viable data infrastructure looks like for a dispensary at any scale.
Frequently Asked Questions
[ {How do cannabis dispensaries collect first-party data?}
Cannabis dispensaries collect first-party data through loyalty program enrollment that captures customer contact information and links it to purchase behavior, online ordering systems that require account creation or email capture, age verification processes with optional marketing consent, in-store SMS and email opt-in programs, website lead capture forms, and post-purchase survey or review request campaigns. Every touchpoint where a customer interacts with the dispensary brand is a potential first-party data collection opportunity, and dispensaries with formal processes at each touchpoint build their data assets significantly faster than those relying on ad hoc collection.
{What first-party data should cannabis dispensaries prioritize collecting?}
Cannabis dispensaries should prioritize collecting customer contact information (email address and phone number), purchase history linked to each individual customer, product category preferences, visit frequency, and consent preferences for different types of marketing communication. Contact information without behavioral data enables only basic batch messaging. Behavioral data without contact information cannot be activated for direct communication. The combination of linked contact and behavioral data is what enables the segmentation, prediction, and personalization that makes first-party data genuinely valuable for cannabis marketing.
{How does first-party data help with cannabis customer retention?}
First-party data helps with cannabis customer retention by making it possible to identify customers showing early signs of reduced engagement before they have fully lapsed, send personalized reactivation communications that reference their actual purchase history, deliver product recommendations based on demonstrated category preferences, and measure the precise impact of retention campaigns on repurchase rate. Dispensaries without customer-level behavioral data can only send mass promotions and hope they resonate; dispensaries with rich first-party data can deliver targeted, timely, relevant communication that consistently produces higher response rates and better retention outcomes.
{Is cannabis customer data subject to privacy regulations?}
Yes, cannabis customer data is subject to state privacy regulations including the California Consumer Privacy Act and similar laws in other states, as well as any sector-specific requirements in your cannabis jurisdiction. Cannabis dispensaries should implement consent collection at every data capture touchpoint, provide clear privacy disclosures about how customer data is used, offer customers the ability to opt out of marketing communications and data sharing, and maintain data retention and deletion policies that comply with applicable state laws. Working with a privacy attorney familiar with cannabis-specific data regulations is recommended for dispensaries building or expanding their first-party data programs. ]
Webinar Full Transcript
[ {Full Transcript}
let's talk a little bit about what you can do with first-party data so you're a dispensary you've got a bunch of customers you have contact information about them what can a dispens and and so I think when so we're talking about dispensaries uh and in the Cannabis industry in particular um just kind of level set on what on what we are actually talking about um so there's like a few places where first party data um originates one is the is your point of sale with online orders that as Jake mentioned um and that's kind of a gold mine because you get not only your customer data that's you know name address email phone numers um but you get the customer data linked to the uh purchase so whether it be um skew level data that you're looking for like certain products or or actually product types um you're kind of getting that real gold um of uh wealth of information on your customers uh as it streams in and cannabis you know before Jake and I were doing prep on this call and I think the silver aligning in the kind of wall Garden industry that cannabis is is that um there's cannabis specific you know point of sale software and so get you know making sure that you kind of keep that record of your customers and kind of are using that data wisely is is is kind of the most important um part of cating like a first-party data list and there's other ways to get first- party data through loyalty programs uh you know sign ups to your website and things like that um so kind of you know going going to use that data um and I and I don't want to be kind of too simplistic kind of starting out out of the gate but um when we talk to dispensaries we talk to folks in the industry there's a there's a kind of a I think when you when you talk about cannabis data a lot of the discussion is about uh inventory on shelves and kind of sales either uh week over week or month over month year over year um certainly location data um like inventory different locations for for for for msos um but but I think uh what's been missing is like the ability to know why that inventory is is moving in certain ways and look customer data is not a silver bullet into that answer but it can definitely shed light onto uh and and kind of correlate with with certain certain ways your your inventory is moving so um to like to Jake's point that there's a customer that doesn't understand why you know they they have dispensaries in several states that doesn't understand why their customers are acting in um different ways so the first place place you could look at would be you know the kind of traditional like look at pricing inventory products available but then secondly uh looking at customer profiles themselves so back to the point of sale data your uh loyalty program data people that are engaging with you giving you their you know when when we say first-party data that's data where you your customers check the box at the bottom of the page and said I think it's okay that this dispensary reaches out to me again or keeps in touch with me that's all first party data and so um getting a customer profile for a certain location if you have around number 5,000 customers in one state you can begin to aggregate what are those what does that 5,000 person List look like is everybody ordering online is everybody um buying a similar product uh is everybody coming in certain times of the week certain times of the day um certain times of the month certainly and then um you know you kind of begin to look at different patterns and there's actually deeper ways to look at customers as well I mean Jake something that MediaJel has I think been on the Forefront of doing is kind of uh then enriching that that customer data first party data list with kind of um which will be called third party data which is the data you kind of append to your customer data yeah ]
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Featured Speakers
Matt Taverna
First-party data is the most valuable asset your dispensary already owns, yet most cannabis businesses aren't using it strategically. This webinar covers three high-impact ways to activate your customer data to improve targeting, retention, and campaign performance. You'll learn how to use your POS and loyalty data to build smarter ad audiences, personalize outreach, and reduce wasted spend on customers who've already converted.
Webinar Highlights
What is Cannabis First Party Data?
01:44 - 04:30: Matt Taverna, Principal of Statara Solutions, defines first-party data as information companies collect from their customers. When customers opt-in to loyalty programs, email lists, and text programs, they consent to providing their contact information to the company in exchange for receiving information and promotions. When that happens, the company adds data like name, phone number, and email address to a customer list, which they may sell to other companies as second or third-party data.
Cannabis businesses collect cannabis data through different feeds and software and use it in CPG workflows to determine customer behaviors and identify business trends. However, first-party data’s primary use is to keep in touch with cannabis customers.
Jake Litke, CEO of MediaJel, adds that first-party data has a few dimensions beyond customer identity. It can also include various types of contact information and behavioral data like purchase history.
Data Management Challenges in the Cannabis Industry
08:14 - 10:48: Jake Litke and Matt Taverna talk about some best practices for cannabis data collection, management, and consolidation. Although the cannabis industry has seen progress with 280 E and rescheduling, Matt cautions data collectors against violating data privacy laws. He emphasizes that cannabis businesses must be responsible when sending customer data lists to vendors and ensure proper precautions based on regional regulations.
Jake drives this point home by discussing PII (Personally Identifiable Information) and outlining the laws that govern how you must handle and manage first-party data.
Building a Cannabis Data-Driven Marketing Strategy With Your First-Party Data
26:38 - 31:22: According to Matt Taverna, first-party customer data is pivotal in the cannabis industry's post-prohibition era. Possessing direct access to this data empowers cannabis businesses to cultivate and engage targeted customer groups, fostering enhanced communication and enriching a dispensary's understanding of its customer base. Jake Litke describes first-party data as an enduring intellectual asset that can be leveraged in perpetuity without depletion, reducing reliance on external platforms like Facebook for advertising.
Matt emphasizes the importance of developing insights from customer data to identify unique value propositions and drive customer loyalty beyond discounts. Dispensary owners can influence their company's overall valuation by assigning value to their first-party data and retaining it through regular data maintenance.
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