![\"Sampling\"](\"https:\/\/www.arimetrics.com\/wp-content\/uploads\/2020\/01\/sampling-1.jpg\")
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Definition:<\/strong><\/p>\n In marketing, sampling<\/strong> is a promotional activity that distributes a quantity of a product or provides a demonstration so that a defined audience can try it before buying. The sample is provided without charging its usual price and represents the actual product in a limited quantity, format or duration.<\/p>\n Also known as product sampling<\/em>, it may form part of direct marketing<\/a>, a product launch or research into audience response. A campaign uses market segmentation<\/a> criteria to define whom it targets, what experience it offers and how the trial will be connected to its results. In statistics and analytics, “sampling” has a different meaning: selecting or analysing part of a data set.<\/p>\n\n Sampling reduces the distance between learning about a product and experiencing it. A campaign is usually structured around five components:<\/p>\n Distribution may be independent or linked to a purchase, registration or event attendance. When there is a condition, it should be separated from the fact that the sample itself is free and considered when interpreting the resulting conversion rate<\/a>.<\/p>\n The format depends on the nature of the product and the moment when the trial occurs. Common approaches include:<\/p>\n A product sample can be a freebie<\/a>, but sampling specifically describes the activity of enabling a representative product trial. An unrelated promotional item, generic digital download or discount may be free without being product sampling.<\/p>\n Direct experience provides information that an advertisement or description cannot always convey. Its main effects and limitations include:<\/p>\n Evaluation should distinguish reach, trial and commercial outcome. Units distributed, redeemed coupons, later purchases, cost per trial and repeat purchases are different signals. Each metric<\/a> needs a defined period, source and attribution rule.<\/p>\n Sampling is connected with other promotional activities but does not replace them:<\/p>\n These activities can be combined. A sample may include a coupon, a demonstration may finish with a free unit, and an order may contain a complementary product. Classification depends on the main mechanism, not only on whether the recipient pays for what they receive.<\/p>\n In statistics, sampling is the process of selecting observations from a population to study them and draw conclusions about the whole. It is not a promotional activity. The quality of the analysis depends on elements such as:<\/p>\n In web analytics<\/a>, sampling processes a portion of events and extrapolates results when a query exceeds certain limits. It does not necessarily mean that the original collection omitted those events, but that the report or analysis is calculated from a subset.<\/p>\n In Google Analytics 4<\/a>, sampling may occur when the events used to create a report, exploration or request exceed the quota that applies to the property. The interface indicates this through the data quality icon and shows the percentage used. Google’s data sampling documentation<\/a> distinguishes this process from other causes that can affect results, such as estimates, limits and data thresholds.<\/p>\n","protected":false},"excerpt":{"rendered":" Sampling distributes product samples so an audience can try them. Learn how it works, its main formats, benefits and differences from related promotions.<\/p>\n","protected":false},"author":7,"featured_media":0,"template":"","encyclopedia-tag":[1294],"class_list":["post-21475","encyclopedia","type-encyclopedia","status-publish","hentry","encyclopedia-tag-behavior-measurement"],"_links":{"self":[{"href":"https:\/\/www.arimetrics.com\/en\/wp-json\/wp\/v2\/encyclopedia\/21475","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.arimetrics.com\/en\/wp-json\/wp\/v2\/encyclopedia"}],"about":[{"href":"https:\/\/www.arimetrics.com\/en\/wp-json\/wp\/v2\/types\/encyclopedia"}],"author":[{"embeddable":true,"href":"https:\/\/www.arimetrics.com\/en\/wp-json\/wp\/v2\/users\/7"}],"wp:attachment":[{"href":"https:\/\/www.arimetrics.com\/en\/wp-json\/wp\/v2\/media?parent=21475"}],"wp:term":[{"taxonomy":"encyclopedia-tag","embeddable":true,"href":"https:\/\/www.arimetrics.com\/en\/wp-json\/wp\/v2\/encyclopedia-tag?post=21475"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}How a sampling campaign works<\/h2>\n
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Product sampling types and channels<\/h2>\n
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Benefits and limitations<\/h2>\n
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Differences from related promotions<\/h2>\n
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Statistical sampling and web analytics sampling<\/h2>\n
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