What a Cannabis COA Cannot Tell You About Your Products

Every legal cannabis product sold in the United States comes with a document meant to stand in for trust. It is called a certificate of analysis, or COA.

Usually, the COA is a QR code. It tells a patient what is in the jar. It also implies that someone checked. For an industry that spent decades running on word of mouth, the COA is a real achievement. It is also a much thinner guarantee than the industry’s marketing suggests.

What The Cannabis COA is Supposed to Do

A COA answers two questions: How much THC and CBD does this contain? Does it clear a fixed list of contaminants, such as pesticides, heavy metals, microbes, mold toxins, and leftover solvents?

States vary in what that list includes:
  • California requires testing for dozens of pesticide compounds (Department of Cannabis Control, 2021a).
  • Colorado tests potency and a list of banned pesticides, but does not require terpene testing (Marijuana Enforcement Division, 2021).
  • Michigan follows a similar pattern (Marijuana Regulatory Agency, 2021).
  • Massachusetts requires tests for plant growth regulators alongside cannabinoids and standard contaminants (Cannabis Control Commission, 2021)
The result is a patchwork. “Passed testing” means something different depending on which state stamped the label. Nationally, a COA was never built to describe cultivation quality. It was built to clear a safety and potency bar.

The Least Trustworthy COA Number: THC

Start with the number every buyer actually looks at: THC percentage. It also has the worst track record for accuracy.

A 2023 study bought 23 flower samples from dispensaries across Colorado’s Front Range, Denver, Garden City, and Fort Collins, and sent them to an independent lab. Actual THC came in 23 – 36% below what the label claimed. 78% of samples tested below their own stated minimum (Schwabe et al., 2023). That was not a one-time result.

In 2023, Yasha Kahn, co-founder of the testing lab MCR Labs, presented an analysis of roughly 400,000 sample records to a cannabis-regulator group. The records spanned Maryland, Massachusetts, Michigan, and Oregon. The reporter who covered the analysis described THC values as “routinely and systematically inflated, sometimes by as much as 25% or more”. Kahn’s own findings included microbial test results suspiciously clustered just under the failing line.

Chemist Josh Swider reviewed the findings afterward and called the pattern fraud, not error (Roberts, 2023). Kahn runs a lab that competes directly with the ones he was describing, and MCR Labs later sued eight of them over similar allegations (Robertson, 2025). His numbers are still striking, but they come from an interested party, not a neutral referee.

Lab Fraud for THC Percentage in COAs Across the Country

The enforcement record backs this up independently. Washington’s largest lab at the time, Peak Analytics, was investigated after a 2017 analysis found it reporting THC results roughly five points above competing labs. The same lab failed far fewer samples for microbial contamination overall than the rest of the state’s labs (Coughlin-Bogue, 2017).
Nevada’s Cannabis Compliance Board fined a lab called Cannex Nevada, doing business as LettuceTest, $62,500 and pursued a nearly ten-year ban from the industry. The lab was accused of passing microbially contaminated product and inflating potency numbers (Lange, 2022).

California’s cannabis regulator revoked or suspended licenses for at least four labs between December 2023 and mid-2024. One lab, ProForma Labs of Salinas, missed a banned pesticide called chlorfenapyr entirely. It also reported THC at 24% when the true level was 16%. Another lab, Verity Analytics, was accused of inflating results by as much as 32%. Its director reportedly cleared pesticide screens by visual inspection alone. California’s licensed lab count fell from 37 to 27 over the course of 2024, a drop of more than a quarter (Roberts, 2024).

In Massachusetts, an undercover audit released in August 2026 found that a fifth of tested products significantly overstated THC. Regulators cited 13 companies for products at least 25% weaker than their label claimed. Eight of those were off by more than 30%. Two companies were off by 45%, and one preroll was 55% weaker than advertised (Hecht, 2026).

How does a number get inflated? Sometimes the method is crude. THC is measured as a percentage of a sample’s dry weight. Over-drying a sample before testing pushes the number up. Most states do not require moisture to be reported alongside potency, which makes this trick invisible on the certificate.

Sometimes the problem is sample selection. Labs and cultivators can submit an unrepresentative, hand-picked bud rather than a random sample from the batch.

Increasingly, industry reporting describes outright lab shopping. That means submitting the same product to several labs and keeping only the most flattering result (Erickson, 2024). Massachusetts has since moved to require that every sample from a batch go to a single lab. This followed a lawsuit in which one testing company accused eight competitors of manipulating results (Robertson, 2025).

What the COA Panel Was Never Built to See

Even an honest cannabis COA has blind spots built into its design, not its execution.

Terpene Profiles

Terpenes are the clearest example. Testing for them is optional in Colorado and Michigan. California tests for terpenes only when a licensee requests it, not as a blanket rule for every product.

This means a COA showing “similar cannabinoids” between two products may say nothing about the compounds most responsible for flavor, aroma, and any entourage-style effect on the high.

Pesticides

Pesticide screening has a similar limit built in. California’s required pesticide list covers dozens of compounds, but anything outside that list does not appear on the report, whether it is present or not.

A 2024 investigation tested 42 legal California products for a broader panel than the state requires. 25 of them exceeded safe limits for at least one compound. Some vape products carried concentrations of banned pesticides many times higher than federal tobacco allowances, despite holding a passing COA (St. John & Halperin, 2024).

Toxicologist Max Leung of Arizona State University and independent lab chemist Josh Swider were both interviewed. Both said the testing system has few real checks once a product clears its narrow required list.

Remediation

Then there is remediation, the practice of treating contaminated cannabis, usually with radiation or ozone, to force a failing microbial test to pass instead of destroying the batch.

A 2026 investigation found the practice widespread in Maine. One industry estimate put roughly half the state’s recreational supply through some form of treatment. Maine has a labeling rule for remediated products on the books. State regulators confirmed to reporters that they have stopped enforcing it, after industry pushback that a label reading “irradiated” would scare off customers without telling them anything useful about safety (Tusinski, 2026).

Yasha Kahn, the MCR Labs co-founder whose commercial stake in that analysis was already flagged, told the same reporter that radiation and ozone treatment do not reliably keep mold from coming back later in a treated batch (Tusinski, 2026). His lab also profits from being seen as the more rigorous alternative, a stake worth weighing alongside his claim.

A passing retest only shows that mold was not detected that day. It does not prove the underlying contamination is gone for good. None of that history travels with the final product. A remediated batch’s COA looks identical to one from flower that was never contaminated at all.

Weed Storage

Storage creates a quieter version of the same problem. THC breaks down toward CBN over time. Terpenes evaporate with heat, light, and time. A COA reflects the plant at the moment it was tested, not the moment it is finally sold, sometimes weeks or months later off a dispensary shelf.

Environmental Footprint

Cultivation’s environmental footprint sits even further outside anything a COA measures.

A cannabis plant grown outdoors can use roughly six gallons of water a day across a five-month season, about twice what comparable field crops need. Indoor cultivation trades water for electricity. Lighting, climate control, and dehumidification account for the large majority of an indoor grow’s power use, and producing one kilogram of indoor flower has been estimated at roughly 4,600 kilograms of carbon dioxide (Zheng et al., 2021).

None of that shows up anywhere near a certificate of analysis, and nothing on the certificate speaks to whether a plant was grown indoors or in the sun at all.

Cannabis COAs Test One Sample, Not the Whole Batch

Even a perfectly honest, broad COA describes one sample pulled from a defined batch. It does not describe every unit sold under that batch number.

Flower is not uniform. Cannabinoid content and moisture vary depending on where a bud sat on the plant and how it was dried and handled afterward. Regulators in New York have built their sampling rules around this kind of variation, spreading samples across a batch rather than pulling from one spot (New York State Office of Cannabis Management, 2022).

A representative sample, honestly drawn, still cannot promise that the exact jar a patient buys matches the jar that got tested.

How to Fix Cannabis COAs for Consumers

The reform effort for cannabis COAs is real, if scattered.

The Cannabis Regulators Association is a coalition of state regulators formed to coordinate standards in the absence of federal guidance. Its leadership has pushed for independent state reference labs that can audit and spot-check commercial labs’ work. As of 2025, only 16 of 42 cannabis-regulating states had one or planned to build one (Rowińska & Bajak, 2025).

Two technical groups are working on this too. ASTM International’s Committee D37 and AOAC International are both developing voluntary standard methods for sampling and testing. Adoption remains state-by-state and optional.

California’s license revocations and Massachusetts’s undercover audit both work after the fact, catching bad actors once product is already on shelves. The reference-lab and voluntary-standards efforts aim earlier, at the testing process itself, but progress there has been slower than the enforcement actions targeting individual labs.

Investigative journalism has done more to expose these gaps than any single regulatory body so far. Leafly exposed the Washington case. MJBizDaily has kept covering lab shopping nationally. The Los Angeles Times and WeedWeek broke the California pesticide story. The Portland Press Herald uncovered Maine’s remediation practices. The Boston Globe ran the Massachusetts audit. Together, this reporting has pushed regulators toward action more than any single oversight program has, largely because no state yet runs one with real teeth.

Reading the Cannabis COA FOr What It Is

None of this means the COA is worthless. It means the document is narrower than its role in the market suggests. It is a safety floor and a rough potency estimate, generated from one sample, checked against a fixed list of things regulators decided to look for. It carries no requirement to disclose remediation.

Cannabis COAs carry no guarantee of freshness at the point of sale. In most states, it carries no obligation to say anything about the terpenes actually responsible for how a product tastes or feels. Two products with nearly identical numbers can carry very different histories. One might be grown carefully and cured slowly. The other might be rushed, treated for contamination, or tested by a lab with an incentive to be generous. The certificate cannot tell the difference.

A buyer who wants to act on any of this has a short, practical list:
  • Ask a budtender whether a product has been remediated
  • Favor brands that publish full terpene panels voluntarily rather than the minimum a state requires
  • Treat a harvest or test date on the label as more useful than the THC percentage next to it,
  • Check whether the testing lab named on the COA is accredited to the ISO/IEC 17025 standard, the baseline most states require but that a buyer can also verify independently.
A THC number above 30% is itself worth a second look, given how routinely inflation clusters in that range in the data above. None of that closes the gap completely. It just narrows it.

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About the Author

RN Collins is the staff writer at Fat Nugs Magazine, as well as 1L at Northeastern University School of Law and a neuroscientist exploring how brain health and the environment intersect. Through her writing, she bridges academic research and science communication to reframe how psychoactive plants and other traditional and alternative medicines are understood. She’s building a career that connects law, technology, and creativity—and welcomes conversations and opportunities across fields that share that vision. Connect with her on LinkedIn!

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