
Measurement
Part of How to measure promotional merchandise campaigns and report the results
Which promotional merchandise attribution methods fit a small budget?
Promotional merchandise attribution methods compared on cost, evidence strength and speed, plus a decision table for codes, QR scans and survey follow-ups.
What to take away
- For promotional merchandise attribution methods on a small budget, since 26 May 2008, the Consumer Protection from Unfair Trading Regulations 2008 have governed promotional claims. Every attribution figure you publish must meet the same standard as the offer itself.
- Decide what the number has to prove before you choose the method. A redemption code shows intent; a matched sales report shows revenue.
- Budget for two routesone cheap and broad, then one slower and narrower to check it.
- Fix the reporting window before the print run, because the window decides whether a slow campaign looks weak.
What each attribution method can prove
Attribution answers a narrow question: did the giveaway change behaviour? Methods differ in how close they get to that answer. Printed unique codes and QR scans capture action at the point of use. Surveys capture recall and opinion. Matched sales data captures money, but needs a name and a date attached to each item.
Attribution methods compared
Codes
- Evidence
- Named purchase
- Cost
- Low
- Speed
- Fast
- Scale
- High
QR scans
- Evidence
- Curiosity only
- Cost
- Low
- Speed
- Fast
- Scale
- High
Surveys
- Evidence
- Recall
- Cost
- Medium
- Speed
- Slow
- Scale
- Sample
Matched sales
- Evidence
- Revenue
- Cost
- High
- Speed
- Slow
- Scale
- Full
Named tools
- Printed unique codes
- Shopify discount codes, WooCommerce coupons, Square POS
- QR codes and short links
- Bitly, Flowcode, Google Analytics 4
- Survey follow-ups
- Google Forms, Microsoft Forms, SurveyMonkey, Typeform
- Matched sales data
- HubSpot, Zoho CRM, Shopify, Square
- Panel studies
- YouGov, Kantar, Ipsos
Typical small-budget cost
- Printed unique codes
- Included with an existing store; Shopify Basic typically around £25 per month
- QR codes and short links
- Free to under £20 per month
- Survey follow-ups
- Free to around £25 per month
- Matched sales data
- Free tiers to around £45 per user per month
- Panel studies
- Typically several thousand pounds per project
Evidence strength
- Printed unique codes
- Strong link to purchase
- QR codes and short links
- Weak, scans show curiosity
- Survey follow-ups
- Medium, recall and opinion
- Matched sales data
- Strong revenue link if finance agrees rules
- Panel studies
- Strong comparison group
Speed
- Printed unique codes
- Slow
- QR codes and short links
- Fast
- Survey follow-ups
- Medium
- Matched sales data
- Slow
- Panel studies
- Slow
Cheap methods trade precision for coverage. A run of 5,000 printed codes gives reach, yet a 3 per cent redemption rate leaves 4,850 recipients unexplained. Those recipients may have ignored the offer or lost the item, and the number cannot tell you which.
Printed unique codes, such as Shopify discount codes or WooCommerce coupons, create the strongest link between a named person and a later purchase.
That link only works if you can issue and process the codes at scale. Decide the reporting format while the artwork is still being signed off, which is the approach set out in promotional merchandise measurement and reporting.
QR codes and short links, including Bitly and Flowcode, log scans automatically. That convenience hides a weakness, because a scan measures curiosity rather than purchase. A scan at a bus stop and a scan at a checkout carry very different meanings.
Costs differ more than the headline price of the method suggests. Printing a code costs little, but someone must build the landing page, process each redemption and read the results. A panel study buys a comparison group along with an invoice to match.
Where the evidence sits
Survey follow-ups work when the buying cycle is long. Google Forms is free. Microsoft Forms comes with a Microsoft 365 subscription. SurveyMonkey and Typeform charge monthly.
Survey timing for recall
- Within 1 weekFirst survey wave
- 6 weeksRecall fades, softer answers
- 90 daysFollow-up for long cycles
- Repeat onceFor stability
Ask recipients how they first heard about the offer and give them a fixed list of answers, or the replies will be too vague to count. Keep the wording identical across every wave.
Recall fades, so a survey sent six weeks after an event produces softer answers than one sent within a week. Send the first wave early and repeat it once for stability.
Matched sales data gives the cleanest revenue figure, provided your finance team accepts the matching rules. HubSpot, Zoho CRM, Shopify and Square can hold the matching data.
Comparing your own result with sector data takes more care. The Office for National Statistics publishes quality and methodology information for its Annual Business Survey, which explains how those business figures are collected and revised.
Panels and research agencies, such as YouGov, Kantar and Ipsos, suit categories where you need a comparison group. Projects typically cost several thousand pounds and take weeks. Reserve them for decisions with a large budget at stake.
Public claims built on these figures attract scrutiny. The Advertising Standards Authority's independent review process for its decisions shows how its rulings can be challenged, which is a prompt to keep your working papers in order.
What to check before you report
Report one number per method. Mixing a scan count with a redemption rate produces a figure that means little and invites an argument you cannot win.
Define a conversion before the campaign starts, then keep that definition when the results arrive.
A hybrid route often works better than a single method. Run cheap codes for coverage, then survey a sample of recipients to test whether the codes are telling the truth.
The measurement mistakes that sink promotional merchandise reports tend to be structural, such as comparing a 30-day window with a 90-day window or counting samples handed out as samples used.
Which method fits your situation
Choose
- Small budget, broad reach
- Printed code plus one landing page, for example Shopify discount codes or WooCommerce coupons
- Need proof of revenue
- Matched sales data with a named window, for example Shopify orders or Square exports
- Long consideration cycle
- Follow-up survey at 90 days, for example Google Forms or SurveyMonkey
- Trade show giveaway
- Badge scans linked to a CRM, for example HubSpot or Zoho CRM
- Regulated claims
- Legal sign-off before print
Avoid
- Small budget, broad reach
- Paid panels you cannot repeat
- Need proof of revenue
- Verbal assurances from sales staff
- Long consideration cycle
- Redemption counts on their own
- Trade show giveaway
- Paper sign-up sheets
- Regulated claims
- Estimating uplift afterwards
Common questions
Can you attribute merchandise without a code?
Partly. Ask at the next touchpoint, or compare a test list with a control list of similar customers. Both routes cost time rather than print budget.
How long should an attribution window run?
Match it to the buying cycle. A 30-day window suits low-value repeat purchases. A 90-day window suits considered purchases, and the two results are not comparable.
Is a QR scan a conversion?
No, it is an expression of interest. Treat scans as a leading indicator and pair them with a redemption or sales figure before you report a return.
What records should you keep?
Keep the artwork, the code list, the reporting query and the date the figures were pulled. Finance teams and regulators tend to ask the same questions.



