Robbie Thain
Founder, CEO
AI-generated illustrative image. Not an official campaign image.
Plan CPG sampling measurement before launch, connect field activity to CRM records, and separate trial, intent, purchases, and sales lift.
Six products over six weekends in one U.S. grocery chain: that was the scope of a sampling study described in a practitioner review of CPG sampling. The full paper was unavailable to that review, which cautions against treating the findings as a forecast for other products or retailers. The planning lesson is to define what each result demonstrates before assigning a sales outcome to an activation.
Measure CPG sampling by defining the business decision before launch, then separating field activity from purchase evidence. Record eligible encounters and accepted samples alongside product availability and activation cost. Assign an owner to each data source. Use retailer sales data and a credible comparison when evaluating sales lift.
That sequence follows the review's recommended measurement planning. The objective is not a longer event recap. It is a clear answer to whether the program should scale, change, stop, or move into a better-controlled test.
At Makai, our reporting covers reach, trials, leads, and sales. Our measurement approach tracks awareness, engagement, and conversion to guide campaign optimization. Those categories serve different purposes rather than acting as interchangeable measures of success.
A useful brief connects every metric to a decision. Accepted samples describe trial delivery. Purchase intent describes a stated response. Retail sales and later purchase behavior answer different commercial questions, so the plan should preserve those distinctions from the start.
Permitting sits within Makai's integrated scope from permitting through CRM reporting. Specific approvals and timing belong to the selected activation, not to a generic measurement template.
For measurement setup, the practitioner review recommends settling outcomes and data access before spending on the test. Its guidance supports a planning brief with these elements:
The review also recommends selecting comparison stores or markets where the product is stocked and data access is adequate. Store traffic can be included when available.
Our storage and logistics work covers sampling product and event gear. We store those materials and coordinate shipping, tracking, and nationwide delivery. That operational scope belongs alongside the measurement brief because execution and reporting address different parts of the same program.
For the broader planning document, connect the metrics to the business goal rather than starting with whichever numbers are easiest to collect.
For Makai, an aloha approach means treating the person as more than a count. Warmth and practical attention belong in the interaction. Our retail demonstrations use trained brand ambassadors to drive in-store sales through real conversations and product trials.
We believe measurement preparation should support that human connection rather than turn every exchange into an interrogation. A shopper's response has value beyond whether it produces a contact record.
The sampling review recommends recording objections in shoppers' own words. That gives the briefing a concrete purpose: distinguish an eligible encounter from an accepted sample and preserve what the shopper actually said. An objection should remain an observation rather than becoming a more flattering interpretation in the recap.
The same logic applies to qualified trial. Define the program's eligibility rule and how sample acceptance will be recorded. Put that definition beside the result instead of presenting qualification as a universal standard.
We specialize in retail demos, product sampling programs, and roadshows that bring brands face to face with audiences. Each program is designed to drive trial and build consumer relationships across multiple locations. For us, disciplined reporting should make those conversations useful without reducing people to entries in a spreadsheet.
Start by separating the interaction from the action that can be tracked. A conversation or accepted sample belongs in the field activity record. A coded redemption or CRM-linked behavior belongs in a separate outcome category.
Practitioner guidance on event measurement describes event-specific codes and CRM tracking as ways to associate purchases with an activation. Combined with the sampling review's planning recommendations, that supports the following handoff specification.
This is a routing specification rather than a claim about a particular software integration. The operational question is straightforward: who receives the tracked record and what evidence accompanies it?
Makai addresses inefficient post-event follow-up and CRM routing through its integrated experiential work. Our reporting is intended to turn brand moments into actionable data. The planning document should make the handoff visible before the activation starts.
The event guidance cautions that purchase intent is not a completed purchase. It also states that codes and CRM associations do not establish whether a purchase would have happened anyway. The sampling review warns that voluntary tasters and demo stores may not represent the broader shopper population. Without retailer sales data and a credible comparison, field learning should not be labeled measured retail lift.
Repeat purchase also needs a later observation window. The sampling review cautions that enthusiasm at a demo or a discount-driven first purchase does not establish repeat demand.
Our four-week, multi-market Costco sampling program for Pulmuone's PlantSpired line delivered more than 65,000 samples and recorded an 18 percent sold-to-sale rate. For planning purposes, those are separate lines of evidence: delivery volume and the program's reported sales measure. They describe that engagement rather than a benchmark for another launch.
For the financial discussion, use a measurement approach that goes beyond scans. Keep operational delivery separate from the evidence used to assess financial outcomes.
A no-show or failed device creates an operating problem and a reporting problem. Staff replacement and equipment recovery need their own operating procedures. The measurement fallback is to preserve what was actually observed rather than reconstruct a complete-looking result.
For the field lead, the practical recommendation is a reporting contingency based on the review's supported fields and known-blind-spot planning:
If a purchase destination fails or stock is unavailable, revisit the purchase-path checks recommended in the sampling review before interpreting the result. If CRM capture fails, a trial count remains a trial count rather than becoming an estimated lead total.
This contingency protects the decision record. It does not replace a staffing recovery plan or a technical repair procedure. Put those operational responses in the same planning conversation through a field contingency framework, while keeping measurement responsibilities explicit.
The next planning step is a working session between the field lead and the owners of CRM and retail sales data. Agree on the decision to be made and the evidence each team can supply. Confirm the denominator and reporting window for every outcome.
Then write the execution brief around that agreement. A modest measurement plan with usable data is a better basis for action than an ambitious dashboard whose inputs arrive too late or cannot answer the business question.
Deciding who holds the product and moves the event gear for a multi-regional or national sampling program is where Makai's storage and logistics service takes over. Makai stores sampling product and event equipment, then coordinates shipping, tracking, and nationwide delivery.
30 Years Experiential & Retail Activation Partner for CPG & Beverage Brands | Multi-Market Demos, Roadshows & Costco/Club Programs That Actually Sell
