The analyst you were never going to hire.
Astro sits on top of your loyalty data, so the question you ask turns into the campaign you send
Most dispensary marketing teams are one person, and that person is often also handling the website, the vendor relationships and the signage in the store.
What they have never had is someone to hand a question to. Which customers are about to stop coming in, which brands are getting bought once and never again, whether the segment built last month actually caught the right people. Those questions get answered when there is time for them, which in practice means they get answered rarely.
One of our partners described Astro as an always-available CSM for analytics and audience building, which is a better way of putting it than anything we had come up with. You stay the strategist and Astro handles the digging.
The part that makes it different from a reporting tab
Plenty of platforms can show you a chart. What matters here is what happens after the chart.
Astro reads your loyalty program, your purchase history and your campaign results directly, since all of it already lives in the same place. That means an answer can become an audience and an audience can become a flow without anyone exporting a file or rebuilding an audience segment by hand, all inside the same conversation.
What it looks like end to end
One thread, start to finish
You
Which of my customers look like churn risks right now?
Astro
Reads your purchase history and comes back with the group and its reasoning, working from how your own customers behave rather than a general benchmark.
You
Build an audience from that group.
Astro
The audience is created, named and saved, with the contact count visible before you do anything with it.
You
Build a winback email campaign for that audience.
Astro
Drafts the campaign with copy in your brand voice, the flow and the timing, then hands it back for review.
Nothing sends until a person approves it.
Other questions worth handing over
The pattern holds for most of what sits on a marketing person's list.
Run a lifecycle report for the last 90 days
Top brands and products alongside where customers sit between one-time and repeat. The closest built-in view of who is sticking and what they are buying.
Build an audience of customers with exactly one completed sale, then show me what they bought
Two steps rather than one, and it gets you to the one-and-done picture through an audience you can actually use afterward.
How did the Green Wednesday send perform, and did it drive conversions?
Name the campaign rather than saying last month. Several went out, and Astro will ask which one you mean.
Is this segment logic right?
Describe what you are trying to capture and have Astro confirm the rules will catch those people. Our partner called this one out first.
Worth knowing
When a question needs something the data cannot support directly, Astro says so and offers the closest thing it can run rather than approximating and handing you a number that looks right. Ask which brands people buy once and never return to, and it will tell you that is not a report it can calculate at the brand level, then point you toward the audience route instead.
What this does to your week
The work moves rather than disappearing.
Hours that were going here
Pulling the report
Cleaning it up
Rebuilding the segment
Briefing the copy
Go back here
Which offer to run, and how deep it goes
Who has earned a steeper discount
What the program looks like in six months
Getting the counter team talking about it
Where to start this week
Pick one question you have been putting off
Ask it, build the audience from the answer, then build the campaign. Three prompts, and something drafted and waiting for you at the end.
Open Astro
Astro is the AI operating system for AIQ, reading the loyalty program, purchase history and campaign results you have already been building. It answers the question, builds the audience from the answer, and drafts the campaign that targets it, all in the same thread and all waiting for your approval before anything goes out.
See what Astro can do →
