Most dispensaries know what sold last week.
Very few know why.
Which recommendation led to the purchase. Which review triggered the reorder. Which type of shopper is coming back twice as fast and spending 40% more when they do. That information exists inside your customer data. Most operators just aren't capturing it.
On any given Tuesday, that gap is manageable. On 4/20, when you're fielding ten times the traffic, half of it from shoppers who've never been to your menu before, it's the difference between a record day and a missed opportunity.
The operators who know why? They're pulling away.
Here's what the numbers look like across Terpli-powered retailers in 2025.
West Coast retailers generated 17,800 online orders in Q3, $1.2M in online revenue, with average order values running 21% higher than their non-guided site average. Central region: 36k+ orders, $3.8M in revenue, 17% AOV lift. East Coast: 22k+ orders, $2M in revenue, 16% AOV improvement.
Same industry. Similar products. Same competitive pressure. The difference is that these retailers activated Terpli, AIQ's AI Sales Agent, a tool that sits directly inside the online menu and does what no static catalogue can: it asks shoppers what they're looking for, matches their intent to the right product using COA-backed data and verified reviews, and gets more accurate with every session it runs.
They stopped treating their menu as an inventory list and started treating it as a sales floor. One that works every hour, for every shopper, without a budtender behind it.
There are a few patterns that show up consistently across every market.
Shoppers who go through a guided recommendation flow, questions about desired effect, potency, and price, convert at higher rates and return faster than shoppers who browse unassisted. Not because the products are different. Because the decision was easier, and easier decisions lead to confident purchases, and confident purchases lead to customers who come back.
Reviews compound. Verified reviews collected after a purchase don't just live on a product page, they feed back into future recommendations, making the next match more accurate. The retailers who started earlier have richer review datasets today. Noxx x Cookies in Michigan saw reviewers returning 55% faster, spending 49% more, and hitting 2.3x lifetime value compared to non-reviewers. That's not a promotion driving those numbers. That's a data model that's been running long enough to get sharp.
And when recommendation data connects to loyalty, the loop closes. The right product gets the customer to the door. The review earns them points. The points bring them back. The next recommendation is better than the last. Every step in that cycle compounds, and the retailers who close it early build an advantage that late movers genuinely can't catch up to just by spending more on campaigns.
From the Earth in Missouri: 18.5x ROI. $100,000 in influenced revenue per month. Customers spending 20% more. LTV up 50%.
The Source in Nevada: 7.2x ROI. Revenue and volume up 6.5%. Users returning 20% faster.
Noxx x Cookies in Michigan: 10x ROI across locations.
None of these retailers changed their product mix to get these results. They changed what happens between the moment a shopper lands on the menu and the moment they check out. That's it. The decision experience got better, and the numbers followed.
Every unguided session is a missed data point. Every purchase with no review is a broken feedback loop. Every return visit with no record of what worked last time is an opportunity that walked out the door.
Your competitors are running the same promotions you are. Same discount structures, same email cadence, same loyalty mechanics. The separation isn't happening in the campaign. It's happening inside the menu, in the moment the shopper is deciding, and in whether that moment generates intelligence you can use next time.
Terpli, AIQ's AI Sales Agent, captures intent at the point of decision. It collects verified feedback after the purchase. It routes both back into the recommendation engine so the next shopper gets a better match than the last one did. The system gets smarter with every session. The data compounds. The advantage widens.
The data from your customers is the most valuable asset your dispensary generates every single day. The question is whether you're putting it to work or leaving it on the table.
See what this looks like on your menu.
Schedule your Terpli demo today >
.jpg)
