The Product-Fit Engine for Cannabis Retail

Stop guessing. Start matching.

Precizo helps dispensaries recommend with confidence, steering every shopper away from products likely to give them a bad experience while still matching them toward what they want to feel, and improving with every return visit.
No POS integration required.
Every match comes with an honest confidence score
High 91% Medium 73% Low 48%
No fake certainty. No hidden uncertainty. Just the math, shown to you.
What is Precizo

The intelligence layer between people and the products that work for them.

For consumersA free 3-minute match profile, scored by Precizo's proprietary engine, that maps your goals, tolerance, and sensitivities to real products at real dispensaries near you. Every match comes with a confidence percentage, a plain explanation of why it fits, and avoidance screening that filters out the products most likely to give you a bad experience, so a wrong first pick doesn't turn you off cannabis entirely.

For dispensariesTurn first-time visitors into lifetime customers by making sure their first purchase is one they actually enjoy. Precizo gives every customer a stronger starting point before they buy, steers them toward what fits and away from what they want to avoid, and gives your budtenders a science-backed brief for every customer, without replacing your POS or training your team on a complicated system.

For the industryPrecizo is the first cannabis platform that scores experiences, not just products. It recommends true-fit products based on how people actually respond, and every match, every rating, and every saved profile builds structured outcome data across customers, products, and dispensaries.

For Dispensary Owners ↓
For dispensaries

Turn more of your first-time customers into lifetime customers.

Precizo is a cannabis personalization platform that helps your customers find better-fit products before they buy, then remembers what actually worked for them, so every return visit builds on real history instead of starting from zero.

Precizo is built for dispensaries, from single-location independents to multi-location operators, that take customer experience seriously and want to grow retention and revenue per visit. No new budtenders to hire, no extra ad spend, and no complicated system to train your team on.

It also does not sit inside your point of sale, so it does not depend on one. Precizo works alongside whatever system you already run, needs no vendor integration approval to go live, and if you ever switch your POS, the customer profiles you have built stay with you. That history belongs to your store, not to a software contract you may not renew.

The profile is the return hook.

When a customer saves their Precizo results and rates what they tried, their next visit starts with real history: what worked, what didn't, what they want more of, and what to steer clear of. That gives your budtenders a stronger starting point and gives the customer a reason to come back to you instead of not coming back at all.
The retention crisis

You're losing customers you should be keeping, and most don't know why.

Most dispensaries lose customers the same way: a first-timer gets handed something too strong or wrong for them, has a bad experience, blames cannabis, and never comes back. Nobody complains, so nobody finds out. Precizo screens for the products most likely to be a mismatch before the sale, using verified COA chemistry and what the customer said they want to avoid.

1
The first visit problem
67%
Industry average
Of cannabis shoppers never return to the same store within six months of their first visit. Often the first product was wrong for them, and they blame cannabis, not the recommendation.
Headset, The Retention Gap, 2026
2
What a repeat customer is worth
$56 vs $316
A one-time customer generates $56 over six months. A repeat customer generates $316 over the same window. Nearly six times the value, decided largely by whether the first purchase worked.
Headset, The Retention Gap, 2026
3
Why you never find out
Zero
Signal after the sale
A bad first purchase produces no complaint and no record. The customer just stops coming, and nobody ever learns which recommendation failed. Precizo asks every customer whether the product actually worked, and a bad answer triggers a follow-up and a corrected match instead of silence. Consumer research has consistently found that asking cuts defection sharply.
Mechanism: Dholakia and Morwitz, Journal of Consumer Research, 2002
4
The fix
What that gap is worth
$16,562
Per 100 first-time customers, over six months. The top 20 retailers by retention keep 68.7% of first-timers. The bottom 20 keep 5%. At the customer values above, that spread is 63.7 customers x $260. Precizo works on the controllable part of it: whether the first product fits the person buying it, and whether you find out when it doesn't.
Calculated from Headset, The Retention Gap, 2026. 1,060 US retail locations.
Precizo is the structured intake system, live everywhere your customers already are: a QR code in your store, an embedded link on your website, and a shareable link for every channel you reach them. Live in days, not months.
How it works

Three minutes, one profile, the right products.

No medical questions. No marketing fluff. A conversation engineered to capture exactly what we need to predict your experience, and nothing else.

Step 01

Tell us what you want to feel.

And what you absolutely won't tolerate. Our questionnaire captures both directions: desired outcomes like calm, focus, or physical comfort, and bad-experience patterns like racing thoughts, couch lock, or unwanted appetite shifts.

Step 02

We score every product against your profile.

Precizo runs your profile through six scoring layers: your goals and avoidances, product chemistry, format calibration, avoidance screening, confidence weighting, and feedback history. The result is a ranked match list built around what actually fits you.

Step 03

Tell us how it went.

This is where Precizo gets smarter. Come back after you try a product and tell us how it went: what worked, what partly worked, and what missed. Every rating teaches your profile more about your personal chemistry, so the next match is sharper than the last. Products that worked tell it what to find again. Products that missed tell it what to keep away from you.

The Precizo Profile

Precizo remembers the experience, not just the recommendation.

Precizo does not stop at one match. Your profile keeps track of saved results, products you tried, how they felt, and what you would want again, so every return visit starts with what actually worked for you instead of a blank slate.

Your Precizo profile is learning
68% profile strength · Developing
From your questionnaire answers
Wanted: Relaxation
Avoiding: Too high / overwhelmed
Use level: Daily once
Sensitivity: Average
Format comfort: Flower
Mr. E Pupil #6
Flower THC 23.4% CBD 0.00%
FIT
86
Worked for you Feedback saved
707 Headband
Flower THC 19.5% CBD 0.00%
FIT
83
Did you try this product? Yes, I tried it Not yet
6
Matches
4
Rated
2
To rate

The more you use it, the better it knows you.

Remember what worked

Save the products Precizo matched you with and come back later to see what you tried, what you liked, and what missed.

Rate the actual experience

After trying a product, log whether it matched your goal, felt too strong, caused anything unwanted, or is something you would use again.

Give budtenders real history

Instead of starting over every visit, your profile gives the dispensary a clearer picture of your goals, avoidances, and prior product experiences.

The ROI case

Here's what the numbers actually look like: before and after Precizo.

Modeled on a mid-size dispensary at 1,500 monthly visits and a $50.56 average transaction value. Industry benchmarks where available, illustrative assumptions where not.

Without Precizo
With Precizo
Repeat purchase rate
32%
to
42% +10 pts
Returning customers / mo
480
to
630 +150
Monthly repeat revenue
$24,269
to
$31,853 +$7,584
Monthly revenue lift
+$7,584
More per month
Annual revenue lift
+$91,008
More per year
150 more returning customers x $50.56 average basket = $7,584 more per month
At the $300/mo rate: $7,284 net per month.
6 repeat purchases
Covers the monthly rate
+150
More repeat customers / mo

The floor, not the ceiling.

These numbers count only repeat-purchase lift from customers already walking through your door. They leave out the larger upside: a guided first-time buyer becomes a confident regular, tries more formats, and returns across more occasions. That lifetime-value growth is where Precizo compounds, and it is not counted here.

Illustrative model. The $50.56 average basket is Flowhub's reported 2025 walk-in average order value. The 1,500 monthly visits and the 10-point repeat-purchase lift are illustrative assumptions, not measured Precizo results. Peer-reviewed research finds that soliciting customer feedback can affect later purchase behavior, with effects varying by how and how often it is requested. Actual results vary by store, customer mix, and adoption.
The Precizo Product-Fit Engine

Six layers of scoring. One recommendation you can trust.

Every product in your inventory is run through this stack. The result is a confidence-weighted match, and a hard list of what to keep off the shelf for that person. Not a guess, not a vibe, not a popularity contest. Precizo scores products on real chemistry, not strain names or THC percentage alone, and gets sharper as more customers rate what actually worked.

01
Layer One

User Match Profile

Every user's stated outcomes, avoidances, tolerance, and format preferences come together into one unique match profile.

02
Layer Two

Compound Scoring

Per-product analysis of THC, CBD, cannabinoid ratios, and terpenes, not just "indica or sativa."

03
Layer Three

Format Calibration

The engine adjusts dose, onset, and duration for each format, calibrated on flower and vape.

04
Layer Four

Avoidance Screening

Hard rules remove any product likely to produce an outcome the customer said they wanted to avoid, including high-THC picks for a low-tolerance or occasional user, regardless of how well it otherwise scores. This is the layer that prevents the wrong first purchase, which is a leading reason a first-time customer never comes back.

05
Layer Five

Confidence Weighting

Every match carries a fit score and a confidence tier, weighted by the quality of the lab data behind the product and how closely it fits the profile.

06
Layer Six

Outcome Feedback Loop

After purchase, users rate what actually worked, building a product history that sharpens future visits.

What you're matching for

Exactly what you want. Exactly what you don't.

Most cannabis platforms ask what you want and stop there. Precizo scores both, desired outcomes and what to steer clear of, because the worst cannabis experiences come from chasing one feeling and accidentally triggering another you were trying to avoid.

What you want

Outcome targets · Pick as many as apply
These shape which products rise to the top of your matches.
Deeply relaxed Mentally calm with quiet thoughts Sleepy and ready for bed Focused and clear-headed Euphoric and uplifted Social and talkative Physical comfort The munchies

What Precizo protects against

Hard avoidances · Pick as many as apply
Your avoidances set the screening floor. Products that risk triggering them get filtered, down-ranked, or flagged with a caution, so the worst-fit products never rise to the top of your matches.
Overthinking or getting stuck in your head Feeling overwhelmed or too high Brain fog or lack of clarity Couch lock (too sedated) Next-day grogginess The munchies
No experience required

You don't need to know cannabis to get the right cannabis.

Most platforms assume you already know what indica versus sativa means, what terpenes you like, and how much THC is too much. Precizo is built for the opposite: for the lapsed user, the occasional user, the curious-but-cautious adult exploring sleep or other options, and yes, the first-timer too. The proprietary engine carries the complexity. You just answer plain-English questions about how you want to feel.

  • Plain-English questions only. No terpene quizzes, no strain trivia
  • Built-in avoidance screening filters out anything outside your tolerance: by THC level, format, and your stated avoidances
  • Every match comes with a confidence percentage and an explanation of why it fits
  • A budtender-ready match list you can show in store, including your top products and what to ask the dispensary staff
  • Free to start. No account needed to see your matches. Create a profile to save results and rate products.
Onboarding

Custom QR code, website integration, and your inventory scored, live in seven days.

No staff training program. No installation. No setup fees. No surprise costs. We do the work. You sell the products.

Your effort: zero
1
Day 1

Menu intake

Send us your current product menu. We onboard your inventory into the engine. No API integration required.

2
Day 2-4

Profile build

We score every product in your inventory through the Precizo Engine and prepare your dispensary's match catalog.

3
Day 5

QR & launch kit

You receive printable in-store QR signage, a budtender quick-reference card so your staff knows how to read customer match results, and your dispensary's live URL, ready for your website, your social posts, your business cards, and your front door.

4
Day 7

Live in store

Customers scan, get profiled, get matched to your inventory. You receive your first usage report from day one.

Book a 15-minute demo

See it built around your real products.

No generic walkthrough. Before our call, we'll build a working version of Precizo scored on your actual menu, so you can see your top-matched products on the demo screen, not a template.

  • 1You submit the form. We confirm a time within 24 hours.
  • 2Send us your products' COA data: the lab-tested chemistry profiles for your top sellers (highly preferred for the most accurate matching). If you don't have COAs on hand, send your current menu or a public URL. We can build the demo from either.
  • 3We load your real menu into the Precizo engine and score it, so the demo is built around your dispensary, not a template.
  • 4On the call, we walk through your dispensary's matches together.
No commitment. We confirm within 24 hours.
Pricing

Start with proof, not a contract.

We don't believe you should sign a long contract to find out if a platform works. Precizo is $300 per location per month from day one, month to month. If it isn't earning its keep in the first thirty days after you go live, tell us and we will refund your first month and cancel your account.

Limited availability
Dispensary Plan
Everything below, from day one. Month to month, cancel anytime.
$300 / month per location
30-day money-back guarantee, starting the day you go live. No setup fee. Month to month. Early Partner rate available for a limited time, contact us for current pricing.
  • Your inventory loaded into the Precizo engine and scored against every customer profile
  • QR signage, an embeddable link for your website, an in-store launch kit, and a budtender brief that maps each customer's goals and avoidances to matching product chemistry, so staff can recommend alternatives when a match is out of stock
  • Full proprietary scoring engine with all six scoring layers active and tuned to your menu
  • Monthly performance reports covering usage, top-matched products, and match engagement
  • Live in days, not months. No POS integration required
  • Direct support from the Precizo team, through onboarding and beyond
Start with a demo →
Multi-location dispensary or chain? Contact us for additional location pricing →

The cannabis industry doesn't need another app. It needs better answers.

Precizo builds them: one profile, one product, one dispensary at a time.

Returning customer
Already have a Precizo profile?
Sign in with the same email you used to save your results. Your saved matches and everything you rated are still there, so your next visit picks up where you left off.
Open my profile