Field notes 01

Beyond the Percentage

How to read a cannabis label (and the report behind it).

The number on the jar is the least interesting number on the jar.

Walk into any dispensary and the first thing you'll see is a wall of percentages: 24.7% THC, 31.2% THC, 18.9% THC. Shoppers reach for the biggest number the way they'd reach for the biggest engine. It's understandable. It's also mostly theater.

That number tells you one thing about one molecule in a plant that makes hundreds of them. It tells you nothing about how it was grown, when it was harvested, what's actually in this batch, or whether the number itself is trustworthy. This guide teaches you to read the whole label — and the lab report behind it — so you can ask better questions. Better questions make information more useful.

What's actually on the label

A legal cannabis label is crowded for a reason: regulators require most of it. Here's what to look for, and what each piece actually tells you.

Strain or cultivar name

The name on the front — Blue Dream, OG Kush, Gelato — is a cultivar name, the way "Granny Smith" is an apple cultivar. It tells you the genetics the grower intended. It does not guarantee what's in the jar matches the legend. Names get reused, renamed, and misapplied across the industry constantly. Treat the name as a starting point, not a promise.

THC and CBD percentages

The headline numbers. "Total THC" on a label is usually calculated, not measured directly — more on the math below. CBD is listed when present in meaningful amounts. Everything else — minor cannabinoids like CBG, CBN, CBC — rarely makes the label at all, even though they're part of the picture.

Net weight

Self-explanatory, but check it against what you paid for. This is the one number on the label that's never ambiguous.

Harvest date and package date

These matter more than most shoppers realize. Cannabis is an agricultural product; it ages. The gap between harvest and the day you open the jar affects aroma, flavor, and character. A package date months after harvest isn't disqualifying, but it's worth knowing.

Batch or lot number

The most underused piece of information on the entire label. The batch number ties your specific jar to a specific harvest, a specific test, a specific lab report. Two jars of "the same strain" with different batch numbers can be meaningfully different products. If you remember one habit from this guide, make it this: read the batch number.

Producer and license number

Who grew it, and their license identifier. Useful if you want to look up the cultivator's reputation or find the original lab report.

Warnings and symbols

The universal cannabis symbol, "keep out of reach of children," intoxication warnings. Required, not informative — but their absence is a red flag that you're not holding a legal product.

The THC math (and why the big number misleads)

Here's something most shoppers never learn: the THC percentage on the label is usually a calculation.

Raw cannabis flower contains very little THC. It contains THCa — the acidic precursor. Heat (smoking, vaping, baking) converts THCa into THC through decarboxylation. Labs measure both, and the label's "Total THC" is typically computed as:

Total THC = (THCa × 0.877) + Δ9-THC

The 0.877 accounts for the weight lost as carbon dioxide during conversion. It's real chemistry, and it's standard practice.

So why is the big number misleading? Three reasons:

  1. It measures potential, not experience. Total THC describes what's chemically available, not what you'll feel. Two products at 25% can smell, taste, and behave completely differently because of everything else in the plant.
  2. Testing has tolerances. Lab results vary — between labs, between samples of the same batch, between testing methods. A 28% and a 24% from different labs may not be meaningfully different at all. Treat small differences as noise.
  3. It crowds out better information. When the entire market optimizes for one number, growers breed for that number, labs compete on that number, and shoppers choose on that number. The plant's actual complexity — its terpenes, its minor cannabinoids, its freshness — gets ignored.

None of this means THC is irrelevant. It means it's one data point. A label is a starting point. Learn what to ask next.

Terpenes: the part of the label most people skip

If cannabinoids are the engine, terpenes are the character. Terpenes are aromatic compounds — the reason Blue Dream smells like berries and OG Kush smells like pine and diesel. They're not unique to cannabis; the limonene in your flower is the same limonene in a lemon peel, and the pinene is the same pinene in a pine forest.

Labels that list terpenes usually show the top three or so, by weight. Here are the ones you'll encounter most:

  • Myrcene — earthy, musky, herbal. The most common terpene in commercial cannabis.
  • Limonene — citrus: lemon, orange rind. Bright, sharp nose.
  • Caryophyllene — peppery, spicy, woody. The only major terpene that also interacts with cannabinoid receptors — a fun chemistry footnote.
  • Pinene — pine, rosemary, conifer forest.
  • Terpinolene — complex: floral, citrus, herbal, piney all at once. Common in hazes.
  • Linalool — lavender, floral.
  • Humulene — woody, earthy, hoppy.
  • Ocimene — sweet, herbal, tropical.

A few honest caveats, because this library runs on them:

  • Three terpenes is a partial picture. A strain typically expresses dozens. The top three tell you the dominant notes, not the full chord.
  • Terpenes evaporate. They're volatile by nature. An old jar or a poor cure means the terpene profile on the original test may not match what's in your hand today. Freshness matters.
  • Aroma is data. "Berry, sweet, pine" isn't marketing fluff — it's the most direct sensory evidence you have about what's in the jar. Trust your nose; it's a lab instrument with millions of years of R&D.

This library records terpenes and aromas as reported reference information — inherited from sources, not measured from your batch. For what's actually in your jar, the batch's lab report is the authority. Open the full terpene glossary →

The COA: the report behind the label

Every legal product is tested, and every test produces a Certificate of Analysis (COA) — the lab report behind the label. Many brands print a QR code on the package linking straight to it. If yours doesn't, the batch number plus the producer's name will usually get you there via the brand's or lab's website.

A COA has three panels:

  1. Cannabinoids. The full panel, not just the headline. THCa, Δ9-THC, CBDa, CBD, and often CBG, CBN, CBC, THCV. This is where you verify the label's math and see the minor cannabinoids the label left out.
  2. Terpenes. The complete profile with percentages — far more detailed than the label's top-three summary. Compare the dominant terpenes against the strain's reputation. If the library says a cultivar is typically myrcene-dominant and this batch is limonene-dominant, you've learned something real: batch variance in action.
  3. Safety. Pesticides, microbials, heavy metals, residual solvents, mycotoxins, foreign matter. Each shows "pass" or a measured value against the state's limit. Standards vary by state — a "pass" in one state might fail in another.

Red flags when reading a COA:

  • No COA exists. The single biggest red flag. Legal product has tested product.
  • The batch number doesn't match your jar. A COA for a different batch tells you nothing about yours.
  • The test date is far older than the harvest or package date. Stale tests on fresh packaging deserve a question.
  • The safety panel is missing. Cannabinoid-only testing is incomplete testing.
  • Numbers that look too perfect. Round, maxed-out figures across the board deserve the same skepticism you'd give any too-good-to-be-true claim.

You don't need a chemistry degree to read a COA. You need the batch number, five minutes, and the willingness to ask "says who?" That's the whole skill.

Batch variance: why the same strain isn't the same

Here's the open secret of the industry: a strain name is a recipe, and a batch is the meal. Two growers can grow "the same" genetics and produce recognizably different flower. Same grower, different harvests — different flower. Light, nutrients, harvest timing, drying, curing: everything downstream of genetics shapes the final profile.

This is why this library treats every entry as a reference record, not a verdict. The Blue Dream in the library describes what's been recorded about the cultivar across sources. The Blue Dream in your hand is one batch, from one grower, harvested on one date. The library tells you what questions to ask about it; only the batch's own data can answer them.

Once you internalize this, you stop shopping for names and start shopping for batches — for growers you trust, harvest dates that are fresh, and terpene profiles that match what you actually enjoy. That's the entire game.

Five questions for your budtender

Borrowed from twenty years behind the counter. A good budtender will light up when they hear these — they're the questions that separate the curious from the crowd.

  1. "Can I see the COA for this batch?" If they can pull it up, you're in a serious shop. If they look confused, note that.
  2. "When was this harvested?" Freshness affects terpenes more than almost anything else.
  3. "What are the top terpenes on this batch — not the strain page?" This tests whether they know the difference between a cultivar's reputation and a batch's reality.
  4. "What does your shop mean by indica and sativa?" The honest answer is complicated — the old categories describe plant morphology, not effects, and the industry is slowly outgrowing them. How a shop answers tells you how it thinks.
  5. "What's tasting best to you right now?" Expertise is a sense, not just a database. Let them use it.

Start with a question

The label gives you a number. The lab report gives you a profile. Neither gives you understanding — that comes from curiosity, applied repeatedly.

So start with a question. What was tested? Which batch? Where is the original report? Why does this jar smell different from the last one with the same name? Follow the question to the data, and the data to a better question.

That's what this library is for: not to tell you what to buy or what you'll feel, but to give you the language, the science, and the habits to understand the plant for yourself.

Cannabis, understood.