Benchmark report · June 8, 2026
The state of product recommendation quizzes
1 in 18 shoppers who finish a product recommendation quiz place an order, 2.75x a typical online store. This report breaks down which categories convert highest, how much more quiz shoppers spend, and how long a single quiz keeps paying. Based on real data from 45M+ quiz responses across 20,000+ stores.
The dataset
- 45M+
- quiz responses analyzed
- $370M+
- in merchant revenue generated
- 20,000+
- ecommerce stores
Aggregate and anonymized, across Shopify, WooCommerce, BigCommerce, Magento and standalone. No individual store is identifiable. Every figure below is a floor: attribution is still attaching, so the real numbers are higher.
The headline numbers
5.5%
of shoppers who finish a quiz place an order
About 1 in 18, roughly 2.75x a typical 2% store.
+11-15%
higher average order value, within the same store
Measured like for like, present in roughly 7 in 10 stores.
69%
of shoppers who start a quiz finish it
About 7 in 10 reach the results page. 31% drop off before.
1 in 5
quiz-attributed orders land 30+ days later
The quiz keeps driving revenue for months after taking it.
Conversion by category
The platform average hides a wide spread. Consumable and replenishable categories convert two to three times higher than the average online store. High-ticket and high-consideration purchases convert an order of magnitude lower: the quiz drives discovery there, but the sale lands later, off-session.
| Category | Conversion | Quiz conversion boost | Responses |
|---|---|---|---|
| Fragrance | 6.9% | 345% | 3,989 |
| Haircare | 6.7% | 335% | 7,980 |
| Supplements & health | 6.2% | 310% | 1,046 |
| Beauty & skincare | 6.1% | 305% | 16,225 |
| Coffee & tea | 5% | 250% | 1,725 |
| CBD | 4.3% | 215% | 719 |
| Other sectors | ~3.6% | ~180% | 4,500 |
| All quiz categories (pooled) | 5.5% | 275% | all |
Everything outside the named categories, including generic and higher-consideration quizzes. Measured at about 3.6%, around 180% of a typical store.
The platform headline: 5.5% (1 in 18), about 275% of a typical 2% store. Generic, unnamed quizzes (~78% of responses) are excluded from the per-category rows and drag the all-in number down to ~4%.
Do quiz shoppers spend more?
Measured within the same store, quiz orders run 11% to 15% larger than non-quiz orders, and that holds in 68% to 74% of stores. It is not universal: strongest where the quiz can build a set or routine, close to flat where the purchase is a single item.
| Category | Within-store AOV uplift | Stores with a lift |
|---|---|---|
| Beauty & skincare | +20% | 80% |
| Haircare | +14% | 82% |
| Supplements & health | +14% | n/a |
| Fragrance | Flat | n/a |
| Coffee & tea | Flat | n/a |
| Other sectors | +10% | 65% |
Measured within-store (same store, quiz orders vs non-quiz orders), so it is currency-robust and controls for store-mix. Triangulated across three independent samples at +11%, +15% and +14% median. Small-sample categories are omitted rather than overstated.
A quiz keeps paying after the session
Most attribution dashboards judge a quiz on same-day orders and stop there. That misses most of the value. 67% of first quiz-attributed orders happen the same day, but the tail is long.
67%
same day
88%
within 7 days
91%
within 30 days
1 in 5
land 30+ days later
About 1 in 5 of all quiz-attributed orders land more than 30 days after the quiz. The quiz is not just a checkout nudge: every answer is zero-party data that tags the shopper and feeds segmented follow-up flows and retargeting. Segmented campaigns earn more than 3x the revenue per recipient of generic sends, so a single quiz keeps converting through personalized email and ads for months.
What counts as "the average store"
There is no single true number for ecommerce conversion: it swings with methodology and sample. The honest range is roughly 1.6% to 2.9%. We benchmark against a round 2%, the conservative low end, which puts quiz takers at about 2.75x the average store.
| Source | Average conversion | Scope |
|---|---|---|
| Statista | 1.6% | Global, 2025 |
| IRP Commerce | 1.7-1.8% | UK/IE live merchant data, 2025 |
| Dynamic Yield | 2.66% | 400+ mid-to-large brands, 2025 |
| Shopify | 2-3% | Shopify's own published guidance |
Important: our 5.5% is a quiz-taker rate (orders per completed quiz), while every figure above is a site-wide rate (orders per visitor). Quiz takers are self-selected, so part of the gap is the funnel, not just the quiz. We report the comparison plainly rather than dressing it up.
Methodology
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Source: RevenueHunt's own platform, across every ecommerce platform we support. Aggregate and anonymized: no individual store is identifiable, and our own demo stores are excluded everywhere.
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Conversion is a quiz-taker rate: orders attributed to a quiz response, divided by completed quizzes. It is not a site-wide rate. Quiz takers are self-selected and more engaged than the average visitor, so this is not a like-for-like comparison to a store's overall conversion rate. We say so wherever we make the comparison.
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Category is derived from the merchant-authored quiz name (for example "Skincare quiz", "Dog food quiz"). About 78% of responses come from generic or unnamed quizzes and are excluded from every per-category figure.
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Average order value uplift is measured within-store: the same store's median quiz order value against its median non-quiz order value. This is currency-robust and removes the store-mix bias that washes the effect out in a naive platform-wide average.
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Every conversion figure is a floor. Attribution is still attaching as merchants sync orders (9% of first orders land more than 30 days after the quiz), and cross-device or untracked orders never attach at all. The real numbers are higher, not lower.
Frequently asked questions
How is quiz conversion measured?
Orders attributed to a quiz response, divided by completed quizzes. Across the platform, 5.5% of shoppers who finish a quiz (about 1 in 18) place a tracked order. It is a quiz-taker rate, not a site-wide rate: quiz takers are more engaged than the average visitor, so it is not directly comparable to a store's overall conversion rate.
Why is the quiz conversion rate so much higher than the average store?
Two reasons. First, the quiz itself: it replaces an overwhelming catalog with a short conversation and a clear recommendation, which removes the indecision that leaks sales. Second, what happens after the answers come in: every quiz captures zero-party data and tags the shopper, which powers segmented follow-up flows and retargeting. Segmented campaigns earn more than 3x the revenue per recipient of generic sends (Klaviyo segmentation benchmark), so a quiz keeps converting through personalized email and ads, not just on the results page.
Do quiz shoppers really spend more per order?
On average, yes, measured like for like. Within the same store, orders that came through a quiz run about 11% to 15% higher than orders that did not, and that holds in roughly 7 in 10 stores. It is not universal, though: it is strongest in beauty and skincare (about +20%), flatter in categories like fragrance and coffee.
How do these benchmarks apply to my store?
Plug your own traffic, average order value, and current conversion rate into our quiz ROI calculator. It runs these same benchmarks (the 5.5% quiz-taker rate, the per-category conversion, the AOV uplift) against your numbers to estimate the extra revenue a quiz could add.
Is the data anonymized?
Yes. Every figure is aggregate and pooled across millions of responses and thousands of stores. No individual store is identifiable. The report exists to share what the dataset says, not to expose any merchant.
Can I use these numbers?
Yes. Cite them with a link to this page. The report is free and ungated, the PDF is downloadable, and the headline stats are available as shareable cards.
Measure the lift on your own store.
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See what these benchmarks could add to your store with our quiz ROI calculator.