The Proprietary Cannabis Outcome Engine

Stop guessing. Start matching.

The proprietary cannabis outcome engine that predicts your experience before you buy — and gets sharper every time you tell us how it went.
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 Lumiq

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

For consumersA free 3-minute profile, scored by Lumiq's proprietary engine, that maps what cannabis actually does to your body — then matches you 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. Lumiq matches every walk-in to the right product the first time, gives your budtenders a science-backed brief for every customer, and gives you the data to know exactly what's working — without replacing your POS or training your team on a complicated system.

For the industryLumiq is the first cannabis platform that scores experiences instead of just selling products. Every match made, every outcome reported, every product rated sharpens the engine in real time — for the user, for the dispensary, and for everyone who comes after.

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, we ask one question: did it work? Your answer feeds back into your profile immediately — sharpening every match that follows, for you and for everyone who comes after.

What you're matching for

Exactly what you want. Exactly what to avoid.

Most cannabis platforms ask what you want and stop there. Lumiq 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.
Calm Focus Sleep Pain relief Creativity Social ease Appetite up Energy Mood lift

What blocks a match

Hard avoidances · Pick as many as apply
Every avoidance you select is a hard blocker. Products that risk triggering it are removed entirely — not just down-ranked.
Racing thoughts Couch lock Paranoia Increased appetite Brain fog Dry mouth Headaches Dissociation
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. Lumiq 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
  • Printable in-store guide with your match list and what to ask the dispensary staff
  • Free forever. No account, no email, no commitment.
For Dispensary Owners ↓
For dispensaries

Turn every customer into a lifetime customer.

The only cannabis platform that predicts what each customer needs — before they buy — and tracks what actually worked, so they keep coming back.

Lumiq is a B2B intelligence platform built for dispensaries — single-location independents and multi-location operators alike — 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.

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 uses a proprietary system that sharpens each customer's profile over time — exactly what Lumiq is built to deliver, live from day one.
Headset, 2024
Lumiq 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 Lumiq 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, hard avoidances, tolerance, format preferences, and prior-experience history come together into a unique match profile — refined and updated every time the user reports back on a product.

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-certainty percentage and a 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 answer trains the engine on what worked for them specifically — making every match that follows sharper, in real time.

The ROI case

Here's what the numbers actually look like — before and after Lumiq.

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 Lumiq
Repeat purchase rate
32%
Returning customers/mo
480
Monthly repeat revenue
$21,600
With Lumiq
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 Lumiq returns $13.50 in incremental repeat revenue
+150
Additional repeat customers per month
630 returning customers with Lumiq 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. Sharpened by the data. Refined every time it scores.

Most cannabis "AI" is a keyword match dressed up in a chatbot. The Lumiq engine is something different — a probabilistic scoring architecture trained on validated cannabinoid pharmacology, terpene-effect mapping, and real-world outcome feedback from every user who closes 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 nine outcome dimensions — calm, focus, sleep, pain, appetite, social ease, energy, mood, and creativity. The engine's accuracy 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 user feedback event recalibrates the engine in real time. Aggregated outcome data sharpens predictions for everyone who comes after. The science layer evolves as the data does — making Lumiq the only cannabis platform that actually learns from results.

Onboarding

Custom QR code, website integration, and your Lumiq 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 Lumiq 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 Lumiq 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 Lumiq 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 Lumiq 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 Lumiq 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 Lumiq 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.

Lumiq builds them — one profile, one product, one dispensary at a time. Start where you are.