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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

  1. Within 1 week
    First survey wave
  2. 6 weeks
    Recall fades, softer answers
  3. 90 days
    Follow-up for long cycles
  4. Repeat once
    For 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.

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