Federal scheduling keeps cannabis out of the datasets writers normally lean on, so any operator who publishes clean numbers becomes a source. Your POS exports, Search Console queries, and customer surveys can each produce a study that earns citations for years.
Why the niche is starved for numbers
There is no USDA-style data series for cannabis. Federal surveys mostly ignore the legal market, state dashboards measure different things in different formats, and the good private data from firms like Headset and BDSA sits behind subscriptions most writers cannot expense. So journalists and bloggers cite whatever credible free numbers exist. Publishing them is the opportunity.
The first dataset you own: sales
Your point-of-sale system already holds a year of stories. Category share drifting from flower to prerolls. Basket size by daypart. What first-time customers buy compared with regulars. Export it, aggregate it so no customer is identifiable, and write up the two or three findings that would surprise an outsider. You are not building an academic paper; you are giving a writer one citable sentence.
The second: your Search Console
Search Console is a survey of what your market wants to know, running constantly and free. Query studies work well here — which product questions grew this year, what people ask about edibles versus flower, how brand searches move after a local news story. Charts built from your own GSC trends carry a credibility that scraped keyword-tool numbers never do, because nobody else can produce them.
The third: surveys your customers will answer
An email list supports a five-question survey, and a small discount code covers the ask. Ask things with no public answer: how customers choose between dispensaries, what they consider a fair edible price, whether they ever check COAs. Report the sample size and collection dates plainly. A few hundred honest responses, honestly described, is citable; a vague 'our research shows' is not.
Worked example: the 4/20 basket study
One dispensary client pulled twelve months of POS data to answer a single question: how does the 4/20 basket differ from a normal Friday? Preroll share, item count, discount depth. We wrote it up two weeks before 4/20 and sent it to the trade and local business press that would soon need a 4/20 angle. Two outlets used it, both linked, and the page got cited again the following spring when the date rolled around — the study aged into an annual asset.
Methodology is what makes it citable
Every study page needs a short methods block: where the data came from, the date range, the sample size, what was excluded, and what the numbers cannot show. That paragraph is what lets a careful editor approve the citation. It also separates you from the invented-statistic content mills the niche is full of, which is half the reason to publish at all.
Key takeaways
- Cannabis lacks public data, so credible free numbers get cited by default
- POS exports, GSC queries, and customer surveys are studies waiting to be written
- Aggregate and anonymize; report sample sizes and date ranges plainly
- Time releases to the calendar moments writers already cover
- A methods paragraph is the difference between citable and ignorable
Frequently asked questions
What can a single dispensary publish that writers would cite?
Anything real that nobody else can produce: basket composition on 4/20, category share shifts across a year, what first-time buyers pick. Small scope is fine. A writer needs one credible, sourced sentence, not a national dataset.
How big does a survey sample need to be?
A few hundred responses supports the kind of directional findings trade press cites, provided you state the sample size, dates, and how respondents were reached. Disclosed limits build more trust than inflated claims.
When should cannabis research be released?
Two to three weeks before the moment writers will need it: 4/20, Green Wednesday, a legalization anniversary, or your state's annual sales report. Data pegged to a date the press already covers gets picked up; data released at random waits.
Want this done for your brand?
We build cannabis & CBD search visibility with full transparency, for dispensaries, brands, and MSOs.
Get a free cannabis SEO audit ›