Influencer and affiliate attribution does not fail generically. It fails because of how a specific category is actually bought: returns in fashion, gifting in beauty, a bill settled in a room in hospitality, a four-month gap in furniture. Pick your category.
Fashion has the highest return rate of any e-commerce category, and almost every affiliate platform pays commission on the order rather than on what the customer actually kept.
Activewear is sold by people whose audience already trusts them on fitness — which makes attribution both more valuable and harder to prove than in almost any other category.
Beauty runs the largest creator programs of any category and has the weakest attribution, because so much of the spend is gifting that was never tracked at all.
Supplements is one of the most affiliate-heavy categories in retail, which also makes it one of the most exposed to attribution fraud and disputed commission.
Restaurants have the hardest attribution problem in the category, for one structural reason: the sale happens in the room, not in a cart.
When a single sale is worth more than an entire campaign's commission budget, attributing it correctly stops being a reporting nicety and becomes the whole commercial question.
Fragrance is bought on recommendation more than almost any other product, and measured worse than almost any other product.
Electronics buyers research harder than any other consumer, touching a dozen creators before they buy — and then last-click hands the whole commission to one of them.
Home purchases are inspired months before they are made, which is exactly the interval over which every affiliate attribution system fails.
Parent creators sell with a level of trust no ad can buy, and get paid on a model that cannot demonstrate any of it.
Brands fund a campaign into escrow, creators drive verified sales, and commission releases automatically on settled orders. From $99 a month plus 5% of commission payouts.
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