The Precizo Product-Fit Engine

Stop guessing. Start matching.

Precizo helps dispensaries recommend with confidence, turning shopper goals, tolerance, sensitivities, and product chemistry into clear cannabis recommendations that flag what to avoid and get sharper with feedback.
No POS integration required.
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Sign in with the same email you used to save your results. You can view your saved matches and rate products you tried, so your next visit starts with more context.
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Dispensaries: get in touch
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, avoidances, and format preferences to real products at real dispensaries near you. Every match comes with a confidence percentage you can see, an explanation of why it fits, and safety blocks that remove products that don't.

For dispensariesTurn first-time visitors into lifetime customers. Precizo gives every customer a stronger starting point before they buy, gives your budtenders a science-backed brief for every customer, and gives you the data to know what customers report worked, what missed, and what they want again, without replacing your POS or training your team on a complicated system.

For the industryPrecizo is the first cannabis platform that scores experiences instead of just selling products. Every match, rating, and saved profile builds structured outcome data across customers, products, and dispensaries.

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 pain relief, and bad-experience patterns like racing thoughts, couch lock, or unwanted appetite shifts.

Step 02

We score every product against your profile.

Six layers of analysis: terpene fit, cannabinoid ratio, format, safety blocks, your history, and a proprietary confidence-weighting engine that returns the matches that actually fit you.

Step 03

Tell us how it went.

After you try a product, Precizo lets you save what worked, what partly worked, and what missed. Products that worked tell your profile what to look for again. Products that missed tell it what to avoid next time.

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 more context.

Your Precizo Profile

68% profile strength · Developing profile
Saved matches3 products from your last session
Product feedback2 rated · 1 still waiting for feedback
Recent productBalanced 2:1 Tincture · Fit score 84% · Confidence: High
Your feedbackMostly matched · Slightly stronger than expected · Would use again

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 better context

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

About

What Precizo means

Precizo is inspired by precision and confidence.

Cannabis shoppers are often asked to choose products using limited information like THC percentage, CBD percentage, and indica/sativa labels. Precizo was built to make cannabis product selection more precise, more personalized, and more confident.

Precizo helps dispensaries match shoppers to better-fit products using customer profiles, product chemistry, confidence scoring, and feedback learning.

What you're matching for

Exactly what you want. Exactly what to avoid.

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 a feeling and accidentally triggering one you didn't.

What you want

Outcome targets · Pick as many as apply
These shape which products rise to the top of your matches.
Body calm Quiet mind Sleep Focus Mood lift Social ease Pain relief Appetite up

What Precizo protects against

Hard avoidances · Pick as many as apply
Your avoidances set the safety 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.
Anxiety / panic / paranoia Racing thoughts Too high / overwhelmed Rapid heart rate Brain fog Couch lock Next-day grogginess Increased appetite
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 pain 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 safety architecture 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.
For Dispensary Owners ↓
For dispensaries

Turn every customer into a lifetime customer.

A cannabis personalization platform that helps customers find better-fit products before they buy, then tracks what worked and what missed so future visits start with more context.

Precizo is a B2B intelligence platform built for dispensaries, both single-location independents and multi-location operators, that want to grow customer experience, retention, and revenue per visit without hiring more budtenders, replacing the POS, spending more on paid ads, or training a team on a complicated system.

The profile is the return hook.

When a customer saves their Precizo results and rates what they tried, their next visit starts with context: what worked, what missed, what they want again, and what they want to avoid. That gives budtenders a better starting point and gives customers a reason to come back instead of starting over somewhere else.
13.5×
Avg return on platform investment
+10pts
Repeat purchase rate increase
7 days
From signed contract to fully live
The retention crisis

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

Bad first experiences are the single largest source of permanent dispensary churn. They're almost entirely preventable when the product is matched to the person before the purchase.

The first visit problem
45-55%
Of first-time shoppers never return after a single visit. Most quit because the first product was wrong for them, and they blame cannabis, not the recommendation.
Brightfield Group, 2024
The lapsed customer crisis
70-80%
Of dispensary customers haven't returned to purchase in 60+ days: a silent revenue leak most dispensaries don't track until it's too late.
Flowhub, 2025
Without structured intake
35%
Of customers stay loyal to dispensaries that rely on aisle-side guessing and self-service browsing. The other 65% drift to a competitor or stop altogether.
Headset, 2024
With structured intake
65%
Of customers stay loyal when the dispensary gives them a more guided buying experience and a profile they can return to over time. Exactly what Precizo is built to support from day one.
Headset, 2024
Precizo is the structured intake system: running on a custom QR code at your counter, embedded into your website, and live across every channel your customers reach you, all in under a week.
The Precizo Personalized Predictive 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. Not a guess, not a vibe, not a popularity contest.

01
Layer One

User Match Profile

Every user's stated outcomes, avoidances, tolerance, format preferences, and prior-experience history come together into a unique match profile. When the user reports back on a product, that feedback is saved to their profile history for future context.

02
Layer Two

Compound Scoring

Per-product analysis of THC, CBD, minor cannabinoid ratios, terpene profile, and compound synergy. Not just "indica or sativa." The actual chemistry.

03
Layer Three

Format Calibration

How a product is consumed shifts the experience: vape, flower, edible, tincture, topical. The engine adjusts dose math, onset timing, and duration per format.

04
Layer Four

Safety Block Architecture

Hard rules that remove products entirely: for new users, low-tolerance users, and users with stated avoidances. A blocked product never appears, regardless of its score.

05
Layer Five

Confidence Weighting

Every match is labeled with an exact match percentage and confidence tier, based on data completeness, COA quality, and how well the product profile maps to the user.

High 80%+ Med 60-79% Low <60%
06
Layer Six

Outcome Feedback Loop

After purchase, the user logs into their profile and reports how the product actually worked: what helped, what didn't, what they'd want again. That feedback builds a product history in the customer's profile, so future visits start with more context instead of starting from scratch.

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 $45 average transaction value. Conservative estimates throughout, using real industry baseline data.

Without Precizo
Repeat purchase rate
32%
Returning customers/mo
480
Monthly repeat revenue
$21,600
With Precizo
Repeat purchase rate
42%
Returning customers/mo
630
Monthly repeat revenue
$28,350

Net monthly revenue increase

$28,350 − $21,600 = $6,750 gross gain · minus $99/mo platform cost = $6,651 net

+$6,651
per month
+$79,812
annual revenue impact
13.5×
Return on platform investment
Every $1 spent on Precizo returns $13.50 in incremental repeat revenue
+150
Additional repeat customers per month
630 returning customers with Precizo vs. 480 without. 150 more every month
Not included in this calculation: customer lifetime value expansion as guided first-time buyers evolve into multi-format regular buyers (10-40× lifetime value increase per customer). These numbers reflect repeat-purchase improvement from your existing customer base only. The floor, not the ceiling.
The science layer

Built on the science. Strengthened by feedback. Designed to get smarter as the dataset grows.

Most cannabis "AI" is a keyword match dressed up in a chatbot. The Precizo engine is something different: a probabilistic scoring architecture built from validated cannabinoid pharmacology, terpene-effect mapping, and a feedback system that captures real-world outcomes as users close the loop.

Pharmacology-grounded scoring

Cannabinoid weights, ratio interactions, and dose-response curves derived from validated research, not vendor marketing claims, not strain-name folklore. The engine knows when CBD attenuates THC anxiety risk, when it doesn't, and what ratio is required for which user profile.

Terpene-to-outcome modeling

Each terpene contributes a weighted signal across outcome dimensions like calm, focus, sleep, pain relief, appetite, social ease, mood/uplift, and unwanted-effect risk. The engine's confidence scales with the precision of the underlying data: with strain-level estimates, scores run conservative; with batch-level COA data from the dispensary, the engine produces high-confidence matches built on the actual chemistry of what's on the shelf today.

Format-Specific Dose Modeling

A 10mg edible doesn't behave like 10mg of a vape. The engine applies format-specific onset, duration, and absorption adjustments, so a user seeking increased appetite looking at a tincture and a flower gets the right answer for each, not a generic recommendation.

Outcome-weighted self-improvement

Every feedback event builds the outcome dataset behind Precizo: profile, product chemistry, real-world result, and rating. As the network grows, that data becomes the foundation for deeper personalization, better dispensary insight, and stronger product intelligence.

Onboarding

Custom QR code, website integration, and your Precizo Dashboard, live in seven days.

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

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 configure your Precizo Dashboard around your real menu, 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 a dispensary should pay full price to find out if a platform works. Run Precizo for 90 days at our proof-of-concept rate. If it produces ROI, we move to standard pricing. If it doesn't, you walk.

Proof-of-concept · Months 1-3
Starter
Prove ROI on your real numbers before you commit to anything.
$99 / month
No setup fee · No contract · Cancel anytime
  • Your Precizo Dashboard, configured around your real inventory
  • QR signage, in-store launch kit, and budtender quick-reference card
  • Full proprietary scoring engine with all six scoring layers active and tuned to your menu
  • Monthly performance reports delivered to your inbox (usage, top-matched products, conversion lift)
  • Live in 7 days from signed contract
  • 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. Start where you are.