Rules
Part of Small Business Market Research: Trends, Cohorts, Competitors
How to Read Small Business Market Research Case Studies
How to read small business market research case studies: the six fields that matter, plus the free Census, Statistics Canada and Google Trends tools.
A small business market research case study is a method plus a condition, not a result you can copy. Here is how to read one: the six fields it has to fill, the free sources behind the numbers, and the named cases where the conditions decided the outcome.
What to take away
- Census Business Builder, Statistics Canada's business-count dashboard and Google Trends are free. Each answers one narrow question. None forecasts sales.
- Census shows who lives in a ring and what they earn, not who will buy. Statistics Canada counts firms, not buyers. Trends shows when interest rises, not how many units to order.
- The FTC requires a reasonable basis for objective claims before you publish them, and its review guidance covers incentives and selective requests.
- Read a case study for its conditionstrade area, price band, season and unit economics. Copy the method, then collect your own evidence.
- Every figure below is published and cited where used. No operator named here is a client of ours.
The six fields every case study has to fill
Six fields, in order. Miss one and you are reading a testimonial, not research.
- The decision the operator faced, stated as a choice.
- The published source, with its date.
- The methodwhat was counted, asked or tested.
- The unit of measurehouseholds, firms, search interest, vouchers, dollars.
- The limitation the source carries.
- The condition under which the result would not hold.
Applied to your own street, the same six fields open the work in small business market research, which covers competitor mapping and a live test before you commit money.
Example: the six fields on a tutoring trade area
Field one is whether to add a second weekend slot. Field two is the Census household count for the ring you draw. Field three is that count plus ten parent interviews. Field four is households with school-age children.
If the ring holds 4,000 such households and you assume 1 percent book, that is 40 students. At a typical local rate of $50 to $75 a week, capacity is $2,000 to $3,000 a week, or $80,000 to $120,000 across 40 teaching weeks.
The count is published. The capture rate is your assumption. Fields five and six are what a weekend booking pilot tests, and it is the first evidence that costs real money.
Tutoring trade-area research sequence
- Count school-age children in ring
- Check household income
- Measure drive time from base
- Count competing establishments
- Interview parents on schedule and trust
- Run weekend booking pilot
Census Business Builder: a fictional walkthrough, not an operator case
The Bureau's Census Business Builder story walks an invented coffee-shop owner through customer, geography, industry, payroll and region reports. The owner is fictional; the data layers are not.
What it cannot do is separate residents from buyers. A ring is a filter on where to look, not a demand estimate.
Statistics Canada: counts, units and the buyer gap
Statistics Canada's rural and small-town business-count dashboard publishes business counts by NAICS category, employer size and region. Each table carries notes on unit and coverage.
A trades business comparing two service areas wants employer counts in its own NAICS, split by size band, plus permit activity and drive time between jobs. The dashboard supplies the first two. Your own records supply the rest.
Where the count misleads: 400 employers in your category may already be served by three competitors with route density you cannot match.
Google Trends: relative interest, not volume
Google Trends normalizes values to the highest point in the window, so 100 means that peak and nothing more. Two charts with different date ranges cannot be compared by eye.
Use pattern, not level. Pull three prior years for your topic and region, note when the rise starts, and compare that with your supplier lead time.
A rising line in a region you do not ship to, or a peak that lands after your supplier cut-off, tells you nothing. A conservative preorder is the cheapest honest test.
Posies Bakery and Cafe: a named small business case
Posies Bakery and Cafe, in Portland, Oregon, ran a Groupon offer that the owner said lost her money. Her account, widely reported in 2011, described a burst of redemptions at a price that did not cover ingredients and labor once Groupon took its share.
Groupon typically keeps a large share of each voucher, often around half the revenue. A half-price offer can leave a merchant with roughly a quarter of the menu price per redemption.
The deal filled seats. It did not fill them profitably. A voucher works only when the marginal cost of each redemption sits well below the discounted price. The same test against your own pricing appears in local advertising case studies, read for method rather than outcome.
Kogi BBQ, a Los Angeles food truck, used Twitter to announce locations. It grew from one truck in 2008 to four trucks by 2010, and its Twitter following passed 70,000. Lines reached 200 to 800 people. The growth was widely reported in 2009 and 2010.
The condition was a dense, late-night market and early Twitter adoption. The limitation is that a following is not a sales forecast. The result would not hold where drive time is long or Twitter use is low.
Lolly Wolly Doodle, a North Carolina children's clothing maker, used Facebook to post designs and take orders before manufacturing. Forbes reported in 2012 that revenue grew from $30,000 in 2009 to $1 million in 2011 and was on track for $10 million in 2012.
The condition was a Facebook audience already buying custom children's clothes. The limitation is platform dependence. The result would not hold if the audience moved or custom orders did not scale.
Non-transferable context: large-brand demand tests
These are large companies, not small businesses, and none is a plan you can copy.
| Test | Published outcome | Why it does not transfer |
|---|---|---|
| Zappos | Bought pairs at retail when orders arrived; Amazon acquired it in 2009 | Proved demand, not margin |
| Threadless | Community voted on designs before printing; founded in 2000 | Votes came from a committed audience, not a trade area |
| Dollar Shave Club | A video brought 12,000 orders in 48 hours in 2012 | Sold a cheap subscription to men already buying razors |
| Fashion Nova | Paid $4.2 million in 2022 to settle FTC review charges | An enforcement record, not a demand test |
The FTC record: what you may claim about a result
The FTC's advertising substantiation policy requires a reasonable basis for objective claims before you disseminate them. Publish a case study with a performance number and you need the evidence at that moment.
Its guidance on reviews covers fake feedback, selective requests, conditioned incentives, hidden relationships and paid rankings. A named provider in a case study sits under the same rules as a review.
What breaks a claim: one client, one season, one price, presented as typical. Compliance varies by state and by what you sell. The FTC sets the federal floor.
